| "Learning Windows Server 2019" |
| "Are you ready to bring your skills up to speed on the latest version of Windows Server?In this course on Windows Server 2019, youll learn all the basics to jump-start you on the road to learning Microsofts latest version of Windows Server.Well show you how to set up your new server from installations to useful configuration tips. Well also cover how to manage storage and get started with some of the fundamental roles in Windows Server. All of this is done with a real-world approach.By the end of the course, youll have all the information you need to get started with Windows Server 2019 in your own environment. About The Author Bill is a proud husband, father, & dedicated IT professional with over 15 years of IT experience as a systems administrator working primarily in Windows shops and now branching out into infrastructure engineering, automation technology, and DevOps.Anthony Howell is a proud father, a lucky husband, and a passionate automator. He's the guy that will always suggest writing a script to solve the problems of the day. He's been working professionally in IT since 2009 when he started as a helpdesk tech at University. After being betrayed by calculus, he switched from Computer Science to getting his associates from ITT Tech in Network Systems Administration. By the time he graduated, he was already a sysadmin with a focus on PowerShell automation. Looking back, he's always been the PowerShell guy at the places he's worked. So much so that he decided to venture out on his own as a PowerShell developer.David is a Systems Administrator managing Windows servers and clients since 1995, spending a large portion of his career in the aviation industry. His first certification was the MCSE on Windows NT 4.0, earned in 2001. David lives in Alberta, Canada, and is currently spending his free time learning PowerShell, blogging, and pursuing the MCSE certification on Windows Server.Matt is a Windows Server administrator concentrating on automation, PowerShell, Desired State Configuration (DSC), Octopus Deploy, and anything else thrown his way. You can follow Matt on Twitter at @mmcelreath.TechSnips is an IT career development platform that provides free learning content to people in information technology (IT). All of the content we publish is built by IT professionals, system administrators, DevOps engineers, software developers . You name it! All content is created by people in the trenches performing this work day in and day out. We like to call ourselves an IT career development platform rather than an e-learning platform because our service provides career development benefits to both contributors (those creating the content) and to subscribers (those consuming the content). We help people on both sides of the divide become better at their careers."
Price: 124.99 |
| "Deep Learning with Apache Spark" |
| "Deep Learning is a subset of Machine Learning whereby datasets with several layers of complexity can be processed efficiently. This tutorial brings together two of the most popular buzzwords of todaybig data and Artificial Intelligenceby showing you how you can implement Deep Learning solutions using the power of Apache Spark.The tutorial begins by explaining the fundamentals of Apache Spark and deep learning. You will set up a Spark environment to perform deep learning and learn about the different types of neural net and the principles of distributed modeling (model- and data-parallelism, and more). You will then implement deep learning models (such as CNN, RNN, LTSMs) on Spark, acquire hands-on experience of what it takes, and get a general feeling for the complexity we are dealing with. You will also see how you can use libraries such as Deeplearning4j to perform deep learning on a distributed CPU and GPU setup.By the end of this course, you'll have gained experience by implementing models for applications such as object recognition, text analysis, and voice recognition. You will even have designed human expert games.About The AuthorTomasz Lelek is a Software Engineer, programming mostly in Java and Scala. He has been working with the Spark and ML APIs for the past 5 years with production experience in processing petabytes of data. He is passionate about nearly everything associated with software development and believes that we should always try to consider different solutions and approaches before solving a problem. Recently he was a speaker at conferences in Poland, Confitura and JDD (Java Developers Day), and at Krakow Scala User Group. He has also conducted a live coding session at Geecon Conference."
Price: 124.99 |
| "Hands-On Web Application Development with Laravel" |
| "This course is for people want to get past all the boring clutter and start building their first web app in Laravel. It will take you through all the main Laravel features, including Blade, Laravel's powerful templating tool; Eloquent, Laravel's database abstraction layer; security features you can use to sanitize, filter, and validate user-provided data; the request object and its role in the application life cycle; and PHPUnit and Laravel Dusk, which you can use to test your PHP code. It will also teach you how to master file system access, sessions, cookies, caching, and much more!This course is designed to give you, as a PHP developer, the confidence to get ahead with Laravel and write an entire application securely from the start. High-level overviews and concrete examples form part of this course; you'll also master some higher-level features and make them all work together.About the AuthorShalini Mittal has 8+ years of experience in learning and development. She has developed websites using technologies like HTML, CSS, bootstrap and has trained the students on technologies like Java 8, Java EE, Springboot, Laravel, spring 5, Hibernate, Android and many more.TetraNoodle Technologies provides your business with an augmented executive service that prioritizes growth. We provide technology and CTO services that are cheaper, faster, and better informed than traditional CTOs.Our team has worked within the technology industry for over 45 years. We use the connections, experience, and knowledge we gained during this time to provide flexible solutions to your technology needs. We excel at scaling companies quickly by facilitating rapid technology implementation to propel you to the top of your industry."
Price: 124.99 |
| "Hands-On Amazon Redshift for Data Warehousing" |
| "Amazon Redshift is a low-cost cloud data platform that can scale from gigabytes to petabytes on a high-performance, column-oriented SQL engine. Amazon Redshift brings the power of scale-out architecture to the world of traditional data warehousing.In this course, you will explore this low-cost, cloud-based storage, which can be scaled up or down to meet your true size and performance needs. You will learn to configure a sample data warehouse. Next, you will explore Redshift's internal workings and architecture, and learn what makes it so fast. You will get hands-on experience connecting, querying, and building BI and data viz products and learn how to secure, maintain, and administer your new platform. By the end of this course, you will be able to scale from gigabytes to petabytes on this high-performance, column-oriented SQL engine.About The AuthorColibri Digital is a technology consultancy company founded in 2015 by James and Ingrid Cross. The company works to help its clients navigate the rapidly changing and complex world of emerging technologies, with deep expertise in areas like big data, data science, machine learning, and cloud computing. Over the past few years they have worked with some of the world's largest and most prestigious companies, including tier 1 investment banks, a leading management consultancy group, and one of the world's most popular soft drinks companies, helping each of them to better make sense of its data, and process it in more intelligent ways.At the frontier of AI, big data and cloud computing, we are Colibri Digital.James Cross is a big data engineer and certified AWS Solutions architect with a passion for data-driven applications. He's spent the last 3-5 years helping his clients to design and implement huge-scale streaming big data platforms, Cloud-based analytics stacks, and serverless architectures.He started his professional career in Investment Banking, working with well-established technologies such as Java and SQL Server, before moving into the big data space. Since then, he's worked with a huge range of big data tools including most of the Hadoop eco-system, Spark, and many No-SQL technologies such as Cassandra, MongoDB, Redis, and DynamoDB. More recently, his focus has been on Cloud technologies and how they can be applied to data analytics, culminating in his work at Scout Solutions as a CTO, and more recently with Mckinsey. James is an AWS-certified solutions architect with several years' experience designing and implementing solutions on this cloud platform. As the CTO of Scout Solutions Ltd, he built a fully serverless set of API's and an analytics stack based around Lambda and Redshift."
Price: 124.99 |
| "Hands-On Infrastructure Penetration Testing" |
| "Are you a system administrator, penetration tester, or network engineer and do you want to take your penetration testing skills to the next level? Then this course is for you. It is your one-stop solution to safeguarding complex network devices and modern operating systems from external threats using Kali Linux.This course will provide you with advanced penetration testing techniques with Kali Linux that will help you exploit databases and web/applications servers and perform network penetration. With this course, you will prevent your system from being exploited by using techniques such as reverse shells. Moving on, this course will not only walk you through managing vulnerabilities but will also show you how to protect endpoints. You will explore web pentesting, learn how to set up your LAB environment, and explore the various vulnerabilities that exist nowadays. Towards the end of this course, you will also perform wireless penetration testing to defend against the wireless assets.Finally, you will have mastered the skills and methodologies you need to breach infrastructures and provide complete endpoint protection for your system via Kali Linux.About the AuthorParvinder Yadav has worked with wireless penetration testing for more than 4 years and has a deep knowledge of networking. He has created a lot of projects such as a Wi-Fi jammer using shell scripting and the Raspberry Pi 2; a portable hacking device which just weighs 100 grams and can hack almost any Wi-Fi router; a portable wireless CCTV camera (using the Raspberry Pi) that is the same size as a mobile; a portable media server; a radio station using the Raspberry Pi; and a lot more. He is the author of PNPtutorials, he is a geeky YouTuber and a Tech-Freak, and has more than 55K subscribers to his channel on YouTube."
Price: 124.99 |
| "Hands-On Machine Learning with Scala and Spark" |
| "Programmers face multiple challenges while implementing ML; dealing with unstructured data and picking the proper ML model are among the hardest.In this course we will go through day-to-day challenges that programmers face when implementing ML pipelines and consider different approaches and models to solve complex problems.You will learn about the most effective machine learning techniques and implement them in your favor. You will implement algorithms in practical hands-on projects, building data models and understanding how they work by using different types of algorithm.Each section of the course deals with a specific machine learning problem and analysis and gives you insights by using real-world datasets.By the end of this course, you will be able to take huge datasets, extract features from it, and apply a machine learning model that is well suited to your problem.About the AuthorTomasz Lelek is a Software Engineer, programming mostly in Java and Scala. He has been working with the Spark and ML APIs for the past five years with production experience in processing petabytes of data.He is passionate about nearly everything associated with software development, and believes that we should always try to consider different solutions and approaches before solving a problem. Recently he was a speaker at conferences in Poland, Confitura and JDD (Java Developers Day), and also at Krakow Scala User Group. He has also conducted a live coding session at the Geecon Conference."
Price: 124.99 |
| "Hands-On Deep Learning for Computer Vision" |
| "Machine Learning, and Deep learning techniques in particular, are changing the way computers see and interact with the World. From augmented and mixed-reality applications to just gathering data, these new techniques are revolutionizing a lot of industries This course is designed to give you a hands-on learning experience by going from the basic concepts to the most current in-depth Deep Learning methods for Computer Vision in use today.In this course, you will be introduced to the concept of deep learning and a variety of popular and effective techniques for image classification, detection, segmentation and generation. You will learn to build your own neural network and classify images accordingly. You will be taken through popular techniques such as Deep Dream (to generate psychedelic, surreal images), Style Transfer (to transfer styles between images), and Neural Doodle, to generate an image that matches a doodled sketch.By the end of this course, you will be able to use computer vision and deep learning to encode, classify, detect, and style images for the real world.About The AuthorJakub Konczyk has enjoyed programming professionally since 1995. He is a Python and Django expert and has been involved in building complex systems since 2006. He loves to simplify and teach programming subjects and share his knowledge with others. He first discovered Machine Learning when he was trying to predict real estate prices in one of the early stage startups he was involved in. He failed miserably. Then he discovered a much more practical way to learn Machine Learning that he would like to share with you in this course. It boils down to the Keep it simple! mantra."
Price: 124.99 |
| "Build a Real-World App with ASP.NET Core MVC" |
| "ASP.NET Core MVC helps you build powerful web applications using the Model-View-Controller design. This guide will help you build applications which can be deployed on non-Windows platforms such as Linux. In todays age, it is crucial that you possess the ability to separate programming and business logic, and this is exactly what ASP.NET Core MVC application will help you achieve. You will also learn the fundamentals of the Entity framework and how to use it in ASP.NET Core web applications. You will learn how to secure your web application and your Web API. No web application is complete unless we have a platform to deploy it to. Here we will deploy our application on many different platforms including IIS, Linux, Docker, Azure, and AWS. By the end of this course, you will have a solid understanding of the ASP.NET Core MVC framework and you will be ready to take on your next masterpiece with full confidence.About the AuthorRonnie.M.Rahman has been a .NET developer, solution architect, and trainer for the last 10 years and has worked with many small to large projects based on Microsoft development technologies. His experience ranges from working with Robots, IOTs, 8-bit Microprocessors to ASP.NET Webforms, MVC, MVC Core, Xamarin, PHP, Windows Form, and WPF. Ronnie studied in Australia and UK and holds a degree in Computer Science in AI. He currently lives in Morocco with his family, by the Mediterranean Sea."
Price: 124.99 |
| "Implementing Business Intelligence with SQL Server 2019" |
| "In the course, you will cover topics including Business Intelligence fundamentals, data warehousing and ETL, data governance, data visualization, Power BI, data mining, SSAS, SSIS, and Azure Data Analysis Services, with each covering a section of the Microsoft BI with SQL Server 2017. You will get more hands-on with reporting and making sense out of your business intelligence data with SQL Server.The course will not only help you implement BI Data warehousing solutions, but will also enable you to provide data solutions with SQL Server Integration Services covering Enterprise Suite for data governance, improving data quality, and master data management. By the end of this course, you will be confident enough to create your own Microsoft BI solutions with components such as SSIS for ETL, SQL Server for Data Warehouse, SSAS for OLAP modeling and data mining, and SSRS for reporting.The course will not only help you in implementing BI; Data warehousing solutions, but will also enable you to provide data solutions with SQL Server Integration Services covering Enterprise suit for data governance, improving data quality, and master data management. By the end of this course, you will be able confident in creating your own Microsoft BI solutions with components such as SSIS for ETL, SQL Server for Data Warehouse, SSAS for OLAP modeling and data mining, and SSRS for reporting.About the AuthorJess Dale Dela cruz has more than a decade of experience in C#, .NET and SQL. After obtaining his Master's Degree in Computer Science, Jess has since worked as a Professor, Trainer, Project Manager, and Tech Lead in various organizations.For the last 5 years, he has worked as a Team Lead for a team that specializes in SharePoint and .NET Development. He specializes in AWS and Microsoft SQL Server."
Price: 124.99 |
| "Data Wrangling with Python 3.x" |
| "You might be working in an organization, or have your own business, where data is being generated continuously (structured or unstructured) and you are looking to develop your skillset so you can jump into the field of Data Science. This hands-on guide shows programmers how to process information.In this course, you will gather data, prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, and more! This course will equip us with the tools and technologies, also we need to analyze the datasets using Python so that we can confidently jump into the field and enhance our skill set. The best part of this course is the takeaway code templates generated using the real-life dataset. Towards the end of the course, we will build an intuitive understanding of all the aspects available in Python for Data Wrangling.About the AuthorJamshaid Sohail is a Data Scientist who is highly passionate about Data Science, Machine learning, Deep Learning, big data, and other related fields. He spends his free time learning more about the field and learning to use its emerging tools and technologies. He is always looking for new ways to share his knowledge with other people and add value to other people's lives. He has also attended Cambridge University for a summer course in Computer Science where he studied under great professors and would like to impart this knowledge to others. He has extensive experience as a Data Scientist in a US-based company. In short, he would be extremely delighted to educate and share knowledge with, other people."
Price: 124.99 |
| "Hands-On Android Material Design" |
| "There's a huge difference between good application design and great application design, and developers and businesses are often left wondering why their app design has failed. Google Material Design supplies Android developers with design specifications that they can integrate into their apps, to wow their clients.This course is a practical guide to applying the latest Material Design 2 specifications into your application development. Ranging from creating realistic visual cues to giving meaning to your UI using motion and animations, you will make your application more engaging and useful for your customers. You will learn how to provide an enhanced user experience by combining technology and design so you can react perfectly to your clients.By the end of this course, you will be confident in building applications that not only look great but are also practical and helpful to your clients.About the AuthorMona Vafatabar is an energetic mobile developer with 4+ years of robust code experience in Java-Android and iOS. She enjoys every minute spent developing apps on her computer. There is always something new to learn so what she loves the most is being challenged and sharing her experience. Currently, Mona is working as a freelance software developer and is a proud online trainer. Apart from this, she loves to travel, explore new places, and read books."
Price: 124.99 |
| "Full Stack Web Development with Vue.js and Node.js" |
| "Vue.js is a versatile, approachable, and performant open-source JavaScript framework for building UIs and has a maintainable and testable code base. In combination with modern tools and support libraries, Vue.js will incrementally scale your projects to a solid and robust architecture.This course will help you develop effective and maintainable full-stack web applications using Vue.js and Node.js. You'll start by building the frontend to a songs playlist application, to log in, create a new playlist, and search through YouTube videos. You'll learn how to build a scalable Vue.js frontend that can work well in combination with a Node.js backend application.Next, you'll learn how to consume data from a third-party API within your application as well as how to perform CRUD operations against a locally hosted API using the HTTP client Axios. By the end of the course, you will have an understanding of fundamental Vue.js concepts and will know how to use its state management library, Vuex, and its frontend routing library, Vue-router. Also, you'll be confident in building powerful and performant frontend web development using Vue.js.About the AuthorHaider Rehman works as a DevOps and a Software Engineer for a well known software company and has over 8 years' experience as a developer. He has a Master's degree in Telecom Systems and a Bachelor's degree in Telecommunication; after obtaining these, he switched to programming in IT and telecommunications to get a feel for the industry. Haider enjoys hanging out with friends, music, and coding."
Price: 124.99 |
| "Beginning ASP.NET Core 3.0" |
| "ASP.NET Core 3.0 is one of the fastest server-side web frameworks available. It provides developers with a robust, flexible, and efficient tool to build amazing web apps and services.This course is thoroughly practical, focusing on getting started with ASP.NET Core 3.0 and the .NET Core 3.0 framework, and putting them into practice to build an amazing web application. This course will teach you the essentials for getting started in ASP.NET Core 3.0. You will learn to take advantage of the various features of the framework and work with the well-known code editor, Visual Studio Code.By the end of the course, you will build your skills to meet the demands of modern-day application development and simplify modern back end web development with ASP.NET Core 3.0.About the AuhorTodd Spatafore is a Windows Insider MVP. He is currently working as a Software Architect for Vudu on the Windows 10 App, the Xbox app, as well as several smart TVs. He is technically skilled in working with JavaScript, ASP.NET, and C#. He has been developing software professionally for 20 years and wrote a book on Microsoft SharePoint 2010 Enterprise Applications on Windows Phone 7 and the publisher included three chapters in a compendium book. Todd graduated from Montana State University with a BS in Physics"
Price: 124.99 |
| "Kubernetes Recipes" |
| "Kubernetes is Google's solution for managing clusters of containers. Kubernetes provides a declarative API to manage clusters while giving us a lot of flexibility. This course will provide you with recipes on managing containers more effectively in different production scenarios by using Kubernetes.You will first learn how Kubernetes works with containers and will work through an overview of the main Kubernetes features such as pods, replication controllers, and more. Next, you will learn how to create Kubernetes clusters and how to run programs on Kubernetes. Then you will be introduced to features such as high availability, setting up Kubernetes masters, using Kubernetes with Docker, and orchestration with Kubernetes using AWS. Later, you will explore how to use Kubernetes-UI and how to set up and manage Kubernetes clusters on the cloud and bare-metal. You will also work through recipes on microservice management with Kubernetes.Upon completion of this course, you will be able to use Kubernetes in production and will have a better understanding of how to manage your containers using Kubernetes.About the AuthorMuhammad Atif Ramzan works as a technical lead for a well-known Telecom operator, as a DevOps Lead. He has a bachelors degree in Telecommunications. After obtaining this, he switched to the technical aspects of I.T. and telecommunications to get a feel for the industry. He has worked with different parts of the I.T. industry including software and networks and has a diverse technology experience. He has deployed full production solutions on Kubernetes and Docker. Do check out his other course here at Packt, ""Mastering CentOS 7 Linux Server"". He also holds multiple I.T. certifications from LPIC, Cisco, Microsoft, cPanel and Citrix."
Price: 124.99 |
| "Mastering Wireshark 2.6" |
| "Wireshark is the world's foremost and most widely-used network protocol analyzer. It lets you see what's happening on your network at a microscopic level. Wireshark deals with the second to the seventh layers of network protocols, and the analysis made is presented in a human-readable form. It is used for network troubleshooting, analysis, software, and communications protocol development.This course starts setting up a Wireshark lab in the Windows and Linux operating systems. We dive into the overall process of packet capturing and Wireshark filters. Then, we introduce tshark, a command line-version of Wireshark, and we learn about various tshark commands. Later, we are introduced to various types of network cyber attack and essential remedies. We also go through an array of techniques to monitor and secure these attacks using Wireshark. Lastly, we cover network troubleshooting using Wireshark.Towards the end of the course, you'll use Wireshark efficiently to find primary sources of network performance problems and also different ways to secure networks.About the AuthorSunil Gupta is a Certified Ethical Hacker. Currently, he teaches 50,000+ students online in 170+ countries. He is a specialist in Ethical Hacking.Author strengths VulnerabilityAssessmentPenetration TestingBug Bounty HuntingIntrusion DetectionRisk IdentificationData AnalysisReport and Briefing"
Price: 124.99 |
| "Android 9.0 Pie: Essential Developer Training" |
| "Android's new release comes with a bunch of new features which are powerful and easy to use. These cool new additions help you to extend your apps and develop them more efficiently. This course focuses on the latest features that you as an Android developer will find most useful and worth implementing in your applications. Without wasting much time on introductions, you will get started straightaway with the latest PIE features and put them into practice.Adopting new features such as display cutout support and rich notifications and animations will allow you to improve the UI experience in your applications. By the end of the tutorial, you'll be more confident in developing applications based on the new Android features.About the AuthorPhilipp Jahoda is an Austrian Software developer with a strong focus on mobile development for Android (using Java and more recently Kotlin) and iOS. Philipp holds a Masters Degree in Software Development and has been working with Java for more than 10 years. Right now, Philipp is self-employed and works in his own startup company.Besides his professional work, he spends a lot of his free time working on open-source projects. His largest and most successful project so far is MPAndroidChart, a chart/graph library for Android."
Price: 124.99 |
| "Python Fundamentals" |
| "After a brief history of Python and key differences between Python 2 and Python 3, you'll understand how Python has been used in applications such as YouTube and Google App Engine. As you work with the language, you'll learn about control statements, delve into controlling program flow and gradually work on more structured programs via functions.As you settle into the Python ecosystem, you'll learn about data structures and study ways to correctly store and represent information. By working through specific examples, you'll learn how Python implements object-oriented programming (OOP) concepts of abstraction, encapsulation of data, inheritance, and polymorphism. You'll be given an overview of how imports, modules, and packages work in Python, how you can handle errors to prevent apps from crashing, as well as file manipulation.By the end of this course, you'll have built up an impressive portfolio of projects and armed yourself with the skills you need to tackle Python projects in the real world.About the AuthorRyan Marvin is a software developer with extensive experience in Python. He has also worked with JavaScript and a bit of PHP. He has built web scrapers, built APIs, and worked on frontend apps using React and Angular. In his own time, he works on mobile applications and likes to contribute to open source. Currently, he is working with Andela and specializes in building smart water grid software for one of their partners.Mark Ng'ang'a is a software developer who specializes in web technologies. He has a bachelor's degree in computer science from Jomo Kenyatta University of Agriculture and Technology, Kenya. He has been programming for 6 years in Python, PHP, and JavaScript. Mark runs a software development and consultancy fim, Builtapp Ltd., that designs, plans, and builds software solutions for diverse business needs. Amos Omondi is a software developer, who specializes in building applications for the web. He has a bachelor's degree in computer science from Kenyatta University, Kenya. He has several years of experience working with Python, and he has dabbled in languages such as PHP, Java, C, and built products using the MEAN stack.Sanjin Dedic is a robotics engineer. He has worked for 5 years as a Product Development Engineer and for the past 7 years, he has been teaching Digital Technologies and Systems Engineering. He has extensive classroom experience in teaching computational thinking and the foundational skills in platforms like Scratch, Arduino, Python, Raspberry Pi, and Lego Mindstorms."
Price: 199.99 |
| "Deep Learning with Caffe 2 - Hands On!" |
| "Caffe 2 is an open-sourced Deep Learning framework, refactored to provide further flexibility in computation. It is a light-weighted and modular framework, and is being optimized for cloud and mobile applications. It boosts Deep Learning on mobile and low-power devices by building, training, and evaluating the models and enables programming for Android and iOS devices, and Raspberry Pi boards.If you want to develop your own customised neural networks and deep learning models which can also be deployed efficiently, then take up this course.This course teaches you to create, train, and deploy your neural networks and deep learning models using Caffe 2. You will begin with an introduction to Caffe 2 and learn the basic concepts of Caffe 2 such as blobs, workspaces, operators, and nets. You will then build neural networks and develop an understanding of convolutional neural networks, RNNs, Adam, Dropout, BatchNorm, and more. You will also learn how train and manipulate deep neural networks effectively. Finally, you will learn how to deploy your models on mobile devices.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Hands-On Deep Learning with Caffe2, starts off with the basics of Caffe2 such as blobs, workspaces, operators, and nets. You will then learn how to build a model using Caffe 2's new API brew. You will also learn how to create Convolutional Neural Networks (CNNs) that can identify not only handwriting but also fashion items from an image. Next, you will work on transferring learning to allow you to work with CNN's for image recognition by fine-tuning models that are already pre-trained on a large-scale dataset. Finally, you will learn how to deploy your models on any platform.In the second course, Introduction to Deep Learning with Caffe2, you will learn the foundations of deep learning, understand how to build neural networks and develop an understanding of convolutional networks, RNNs, Adam, Dropout, BatchNorm and more. You will work on various projects throughout this MOOC with a focus on how to train and manipulate a deep neural network effectively.By the end of this course, you will be able to effectively create and train deep learning models with Caffe2, providing you with high-performance and first-class support for large-scale distributed training, mobile deployment, new hardware support, and flexibility.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Shuai Zheng, also known as Kyle, did his Ph.D. degree in Machine Learning and Computer Vision at the University of Oxford. He has published in top-tier machine learning and computer vision conferences such as CVPR, ECCV, and ICCV. His research interests are in deep learning and its applications in computer vision such as semantic segmentation. He is currently a research scientist at eBay Inc, where he works on both fundamental and practical problems in Augmented Reality, Computer Vision, and Deep Learning.Abhishek Kumar Annamraju, is the CTO and co-founder at Tessellate Imaging. His research areas include computer vision, machine learning, NLP and photogrammetry. As a part of his undergraduate thesis and then continued employment at Tata Elxsi, India, he built and later lead the machine learning and sensor analytics team. He has research papers on cascade classifiers and shape based object analysis, and a research on traffic sign classifier with accuracies reaching upto 99% as per GTSRB stats is one of the state of art solutions available. He participated in the Google Summer of Code (GSoC), 2016, program, working with Open-Detection, to develop a deep learning oriented vision based classifier and an end-to-end GUI based classifier training module. His past projects include image based monitoring solution to curb illegal sand mining, on-road real-time vehicle detection, 3D facial model generation and classification, deep learning based face recognition, and camera auto-calibration for fisheye images (Tesseract Imaging, India). He was also a part of Mahindra rise challenge, 2014, to develop real-time stationary-cam object detection modules. His research work includes projects involving forensic sketch to image matching and biomedical image processing.Akash Deep Singh, is the COO and co-founder at Tessellate Imaging and is passionate about combining Artificial Intelligence and Machine Vision. Prior to Tessellate Imaging, he worked on building solutions ranging from novel systems to detect and classify glioma cancer to a real-time stat generation camera solution for basketball players. He was also part of the team which built Indias first panoramic camera where he acted as the Machine Learning lead. He has a vast experience in building real-time object detection and tracking systems. His past projects include autopilot firmware for Search and Rescue drones, building Disguised and Imposter face recognition software, an all-terrain navigation vehicle and sketch to face image matching for forensics. A national cyber olympiad gold medalist, he loves reading books."
Price: 199.99 |
| "Java 11: The Basics, Data Structures and Algorithms, and OOP" |
| "Java is one of the most well-known programming languages out there, primarily due to how adaptable and perfect it is! It is easier to use, write, compile, debug, and learn, than any other programming language. Java is utilized for an extensive number of tasks, including programming improvement and versatile applications. Knowing Java opens a lot of doors for you as a developer. If youre a developer looking to get up-and-running with Java 11 to build your skills for robust programming experience then this Course is perfect for you!This comprehensive 4-in-1 course follows a practical step-by-step approach to data structures and algorithms & OOP with Java 11 in an interactive way. To begin with, youll learn Java 11 like a pro, harness the power of Java 11 and build interactive applications through real-world examples. Youll understand programming syntax, variables, and expressions in-depth to create your algorithms. Moving further, youll implement data structures to maximize program effectiveness and efficiency as well as build multiple search algorithms. Finally, youll understand and implement the OOP principles and patterns to solve real-world issues, manage, manipulate, and reason about large sets of textual data with Java OOP and create a class with multiple methods that work together to solve a problem.By the end of this course, you'll get up-and-running with Java 11 to build your skills for robust programming experience. Learn simple, powerful OOP techniques that will have a big impact on your programming.Contents and OverviewThis training program includes 4 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Java 11 Programming for Beginners, covers building handy apps through practical examples using Java 11. In this course, you will go through real-world examples and work with Java 11 programming concepts and features. You will bridge the gap between learning and perform and improve your development skills. You will build an Interest Calculator app, SlackBot app, a Pig Latin Converter app, and a Personal Finance Analyzer appall from scratch. By the end of the course, you will have a firm grasp of using Java 11 in your day-to-day programming. This course will be the first step in your career to becoming a professional Java developer.The second course, Learning Java 11, covers getting up-and-running with Java 11 to build your skills for robust programming experience. This video course will be a guide to get you up and running with Java. From installation to key features, this course will be your companion as you build robust and efficient applications with the latest features of Java 11. This tutorial will give you a head start in programming. It supplies enough material for you to start creating something with it right from the word go. You will be solving programming problems and exercises in the various sections and building a calculator application as a fun learning experience. By the end of the course, you will be confident with your programming skills and will be up-and-running with Java 11 and all its new features.The third course, Hands-On Data Structures, and Algorithms in Java 11 cover a hands-on guide to data structures and algorithms. Youll see how they work and how to use them effectively in your own programs. This course will be full of step-by-step instructions, revealing examples, and clear explanations that will help you understand the practical application of each algorithm with scenario trade-offs. Youll learn to use querying binary search trees. The course will take you through heapsort, quicksort, recursion, and tail recursion algorithms. Youll get familiar with multithreading and probabilistic algorithms. Youll also understand the importance of advanced data structures and graph algorithms. This course will help you to gain in-demand knowledge of key data structures and algorithms and prepare you for the next stage in your career as a developer.The fourth course, Hands-On Object-Oriented Programming with Java 11, covers getting started with OOP with Java in an interactive way. This course teaches you object-oriented programming (OOP) in Java, in an engaging and interactive way. It will show you the object-oriented principles in Java and the best techniques. Youll start by building objects and classes. Then youll learn about Constructors and Deconstructors to call and kill your objects. Further on, youll find out about different types of Inheritance and how they are dependent on objects. After that, youll learn Polymorphism to process objects differently based on their data types and Abstraction techniques to hide data from a user. Next, youll learn about exception methods and error handling for efficient coding. Finally, youll also learn about Encapsulation with methods and variables to keep the data and the code safe from external interference. By the end of the course, youll be well-versed with the OOP techniques in Java, which will help you write code better and in a more efficient manner.By the end of this course, you'll get up-and-running with Java 11 to build your skills for robust programming experience. Learn simple, powerful OOP techniques that will have a big impact on your programming.About the AuthorsBoon Hian Tek is a seasoned developer with experience in delivering tailored solutions using Java. He has deployed Java applications for clients in consulting, medical, advertising, emergency preparedness, telecommunications, financial technologies, and more. He has done countless code review sessions in Industry and knows how to write very good and maintainable Java code.Ethan Catzel is a professional programmer with 3+ years' experience. His passion comes from being able to resolve almost any problem with his Java programming skills. He has taken multiple subjects involving Java learning to solve problems even more easily. He consistently tries to help other people with programming problems and also teaches Java at the university. His interests lie in creating a better and brighter future; one of his favorite quotes is from Elon Musk: I could either watch it happen or be a part of it.Dr. Edward Lavieri is a veteran developer with a strong academic background. He has earned a doctorate in computer science from Colorado Technical University, an MS in management information systems (Bowie State University), an MS in education (Capella University), and an MS in operations management (University of Arkansas). He has been creating and teaching computer science courses since 2002. Edward retired from the US Navy as a Command Master Chief after 25 years of active service. As the founder and creative director of three19, software design and development studio. Edward is constantly designing and developing software. He has authored several computer science books including Mastering balance of software development, Java expertise, and academic experience, making him ideally suited to teach this course Java 9, Mastering Java 11, and the upcoming Hands-On Design Patterns with Java 11.Besides being a Computer Science Instructor, Indrasen Pilankar has more than 8 years of experience in the computational field. He geeks out on networking, working on various open source projects based on this, as well as IoT, Cloud Computing, Linux, Android, and more. Opening up devices rather than using them has been a hobby of his ever since he was a kid because he's more interested in understanding the device. A hardcore hardware guy, he builds devices such as tablets and storage devices and also solves day-to-day tech problems. Apart from the tech world, he loves cats and plays basketball."
Price: 199.99 |
| "Cybersecurity: Attack & Defense Strategies (Red & Blue Team)" |
| "Cybersecurity is a constant challenge for all organizations. When talking about cybersecurity, Read Team and Blue Team are often mentioned as the Red Team that teaches the attacking techniques while the Blue Team helps us know how to defend. The only way to be good at cybersecurity is to learn both the techniques of an attacker as well as a defender. If you are someone who thinks like a hacker and want to deeply explore what are the threats are and how to protect yourself from such threats, then go for this course.This course starts with setting up hackers development lab before moving to Red Team tactics, where you will learn the basic syntax for the Linux tools that are commonly used to perform the necessary operations. You will gain hands-on experience of using Red Team techniques with powerful tools such as Python and Kali Linux, which will enable you to discover vulnerabilities in your system and to exploit them. You will also learn how a system is usually compromised by adversaries, and how they hack users identity, and the various tools used by the Red Team to find vulnerabilities in a system.In the next section, you will learn about the defense strategies followed by the Blue Team to enhance the overall security of a system. You will learn about an in-depth strategy to ensure that there are security controls in each network layer, and how you can carry out the recovery process of a compromised system. Finally, you will learn how to defend yourself from social engineering attacks.By the end of this course, you will be well-versed with Red Team and Blue Team techniques and will have learned the required techniques used nowadays to attack and defend systems.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth: Sergii Nesterenko is Information Security Consultant and Penetration Tester with 20 years experience in the information security and 6 years in the cybersecurity field. He consults international business companies, military staff, NGOs, politicians, Members of Parliament, law enforcement, and other VIP on security issues. His wide knowledge in information technologies and human psychology let him elaborate effective technologies to prevent and overcome most cunning cyberattacks. He has also known for his publications and lectures on cybersecurity, anti-fraud, and counter-cyber espionage issues."
Price: 199.99 |
| "Maintain Android Apps with Jetpack Architecture Components" |
| "Are you willing to learn all new Android Jetpack Architecture components and features in order to deliver an extendable, maintainable, and testable codebase? Then this course is for you!With this comprehensive guide, you'll first get started with understanding Architecture Components & exploring data binding library. Then you will learn to handle lifecycles, ViewModel, navigation architecture component & much more. Moving further, youll not only be able to improve the performance but also enhance the UI of your application to a whole new level using advanced Architectural Components. to enhance the UI of your app, which gives you more control on your app and makes it easy to maintain.By end of this course, you'll be able to develop professional grade apps for the latest Android version and become a pro-Android developer with reduce the lines of code and efficiently writing your Android application in a modern way.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Android Jetpack Architecture Components will show you all new Android Jetpack Architecture components and features. You will develop Android applications by making use of all the architecture components available with Jetpack to reduce bugs in your codebase and provide seamless and smooth application development. Adding architectural components to your projects will increase their scalability and reduce code bugs. By the end of the course, you will know how to use Jetpack to manage background tasks, navigation, paging, life-cycle management, and much more.The second course, Modernizing Your Android Applications youll take an existing Android application build in Java and modernize it using the Kotlin language, seeing the importance of planning the architecture using SOLID principles and common Android Architecture using the MVP, MVC, and MVVM patterns. Moving on, youll implement Life Cycle Aware Components, use the viewmodel LiveData framework, and perform data management and persistence with the Room persistence solution. Youll see how Kotlin efficiently accelerates the development by improving the code base. With the advanced Architectural Components, youll not only be able to improve the performance but also enhance the UI of your application to a whole new level. By the end of this course, youll have modernized your Android app using all the new features from coding it in Kotlin to implementing Architecture Components to enhancing the UI of your app, which gives you more control on your app and makes it easy to maintain.About the Authors:Annapurna Agrawal is an Android developer. She has also tried her hands on JavaScript, Kotlin, PHP, jQuery, CSS, and HTML. She is a software engineer from India and likes teaching. She is one of the trainers in the Google Developers Group at Bhubaneswar, Odisha in India. Besides all this, she practices yoga and meditation, YouTubing, and hanging out with friends. We are definitely going to get the best of quality here from her.Yusuf Saber is an Android developer with over 5 years' professional experience. Yusuf earned his master's degree in Computer Engineering from Ryerson University in 2011 and started his career as a .NET developer before quickly turning to Android. He has worked on a large range of Android apps, from social to multimedia to B2B and more!"
Price: 199.99 |
| "DevOps: Configuration Management, CI/CD, Monitoring-Security" |
| "If continuous security in development lifecycle like configuration checks, code analysis, vulnerability scanning etc. is not adequately automated then it leads to increased security violations and hacking/phishing attacks. DevOps enables rapid application development and follows a traditional way of performing security checks. It helps an organization deploy software while maintaining service stability. If youre looking to protect your organization with the collaboration of DevOps and security then is the perfect Course for you!This comprehensive 2-in-1 course takes a step-by-step practical approach to protect your organization with the collaboration of DevOps and security using DevOps tools and technology framework. Youll initially implement a complete DevOps cycle with use cases as well as implement DevOps using a Docker container. Youll explore continuous integration tools and different configuration management tools using Chef, puppet, and Ansible. Moving further, youll create automatic compliance by using the DevOps Audit Defense Toolkit. Finally, youll build a continuous feedback loop by automating all security checks throughout the Continuous Delivery pipeline.Towards the end of this course, you'll protect your organization with the collaboration of DevOps and security using DevOps tools and technology framework.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Professional DevOps, covers DevOps tools and technology frameworks to implement DevOps for your organization. This course helps you implement a complete DevOps cycle in your existing IT environment. Each section of this course will help you implement the DevOps culture in your professional environment. With the help of source control, continuous build, continuous integration, automated test with quality controls, and container technologies, this course will be your perfect guide to learn and apply DevOps in your organization. By the end of this course, youll be able to identify and choose the appropriate tools and technology framework to implement DevOps in your organization.The second course, Practical DevOps Security, covers protecting your organization with the collaboration of DevOps and security. This course shows you how to apply DevOps security best practices at every stage in your DevOps pipeline. You will learn proven approaches to reducing vulnerability and strengthening your defenses against attack. You will understand using security as code with the intent of making security and compliance consumable as a service. This course explains how DevOps security practices differ from traditional security approaches and provide techniques to embed governance and cybersecurity functions throughout the DevOps workflow. By the end of the course, you will have learned best practices in DevSecOps, the core concepts of secure DevOps, and how security can be integrated into the development pipeline.Towards the end of this course, you'll protect your organization with the collaboration of DevOps and security using DevOps tools and technology framework.About the Authors Umar Murtaza has more than 25 years experience of System Administration in implementing, commissioning development, testing, and production environments. He has designed and implemented a number of DevOps environments, conducted 4- day hands-on DevOps training sessions at a number of private and government telecommunications and software companies/institutions. Gurpreet Sachdeva is a Technology Executive with 21+ years' experience working on some of the most challenging technologies related to Cloud Computing, DevOps, and Security. Gurpreet did his B. Tech (C.S.) from NIT, Kurukshetra, and M.S. (Software Systems) from BITS, Pilani. He is currently working as Assistant Vice PresidentTechnology with Aricent, Gurgaon. He is a keen Java enthusiast and co-founder of Delhi NCR Java User Group. Gurpreet is an invited speaker in prestigious conferences such as Oracle Java One, Great India Developer Summit."
Price: 199.99 |
| "App Development with ASP .NET Core MVC" |
| "ASP.NET Core MVC is a rich framework for building web apps and APIs using the Model-View-Controller design pattern.With this hands-on course, you'll first start with the concept of the MVC pattern which teaches you about models, views, and controllers in detail. Then you will learn the fundamentals of the Entity framework and how to use it in ASP.NET Core web applications. Moving forward, you will learn how to secure your web application & then deploy it across different platforms including IIS, Linux, Docker, Azure, and AWS.By the end of this course, you will have a solid understanding of the ASP.NET Core MVC framework which enables you to create powerful applications.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Getting Started with ASP.NET Core MVC youll learn how to do the basic setup for the project, and then well take a dive into the concept of the MVC pattern. Youll learn about models, views, and controllers in detail. You will see the new concept of middleware and it will be demystified. Dependency Injection (DI) is now native to ASP.NET Core MVC and comes already wired up. You will learn to use DI with ease. Routing is central to ASP.NET Core MVC and there is a dedicated section for learning all that you need to know so that you can create effective routing for your site. Well discuss the Razor syntax for UI programming and work with the Entity Framework core and create a Database in the SQLLocalDb which is the new developer-friendly Database server around in the block. Just relax and watch this video as this course will take you inside the world of ASP.NET Core MVC and learn effortlessly all the critical and complex concepts without breaking any sweat. ASP.NET core MVC is made fun and easy here. Tackle any projects armed with the knowledge gained from this course with confidence.The second course, Build a Real-World App with ASP.NET Core MVC will help you build applications which can be deployed on non-Windows platforms such as Linux. In todays age, it is crucial that you possess the ability to separate programming and business logic, and this is exactly what ASP.NET Core MVC application will help you achieve. You will also learn the fundamentals of the Entity framework and how to use it in ASP.NET Core web applications. You will learn how to secure your web application and your Web API. No web application is complete unless we have a platform to deploy it to. Here we will deploy our application on many different platforms including IIS, Linux, Docker, Azure, and AWS. By the end of this course, you will have a solid understanding of the ASP.NET Core MVC framework and you will be ready to take on your next masterpiece with full confidence.About the Authors:Ronnie.M.Rahman has been a .NET developer, solution architect, and trainer for the last 10 years and has worked with many small to large projects based on Microsoft development technologies. His experience ranges from working with Robots, IOTs, 8-bit Microprocessors to ASP.NET Web forms, MVC, MVC Core, Xamarin, PHP, Windows Form, and WPF. Ronnie studied in Australia and UK and holds a degree in Computer Science in AI. He currently lives in Morocco with his family, by the Mediterranean Sea."
Price: 199.99 |
| "Build 7 Real World Applications with Vue.js" |
| "Are you willing to enhance your basic Vue.js skills with a real-world project to deepen your understanding of Vue.js. Then this course is for you!Vue.js is an open-source JavaScript framework for building user interfaces and single-page applications.With this practically oriented course, you will mainly focus on creating 7 real-world projects such as creating a miniature Spotify-like music library to manage your song collection, builds a tracker for TV shows, desktop and web RSS reader & much more. While building this project you will also learn basics of working with Vue.js, vue-router, and using plugin components integrate real-time communication with a backend service, which we can use to build Vue.JS applications with push capability.By the end of this course, you will be able to build complex and large web applications with Vue.js & also implement your own real-world applications, troubleshoot errors with your Vue.js application.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Real World Projects with Vue.js you'll create a miniature Spotify-like music library to manage your song collection where you'll learn the basics of working with Vue.js, vue-router, and using plugin components. The next project builds a tracker for TV shows where we'll expand on our app-building experience by integrating an external API using the native fetch API. The third project is a simple web shop, which will introduce building more complex applications. We will add Vuex to our stack to share data and state across components. The last project is a real-time chat feature, with the ability to create, join, and manage various rooms. It will integrate real-time communication with a backend service, which we can use to build Vue.JS applications with push capability. By the end of the course, you will have the Vue.JS knowledge needed to implement your own real-world applications.The second course, Practical Projects with Vue JS 2 will walk you through three complete practical projects in Vue.js that show the breadth of the framework, and also show how it is used practically via real-world examples. It fills a void not met by reference guides or cookbooks but adds value to both of those resources. You will not only understand how to use the framework, but also which choices were made, and why. These projects will act as jumping off points for you in your own projects.About the Authors:Daniel Khalil is the co-founder of Brainsware. He is a full-stack developer for 12 years now, self-employed freelancer since 2009. Most of his work lately is with Elixir (Phoenix) and Vue.js. He loves creating software that's usable, testable and maintainable.Jack Herrington is a Principal Software Engineer at Nike working. He works in React, Vue, and AngularJS and has presented to a wide set of audiences on a variety of web technologies. He has written six books and hundreds of articles covering both the front- and back-end. Before Nike he was the UI Architect at Walmart Labs."
Price: 199.99 |
| "Design, Implement and Deploy Kubernetes Cluster from Scratch" |
| "Kubernetes is a powerful tool developed by Google for managing containerized applications in a clustered environment. Kubernetes helps you automate, deploy, scale, and manage containerized applications. It gives you the freedom to take advantage of on-premise cloud infrastructures. It also helps you write better cloud-native applications. Kubernetes is a core tool in DevOps; it gives you the ability to schedule and manage containers (Docker or otherwise) at scale. If youre looking to use Kubernetes in production and have a better understanding of how to manage your containers using Kubernetes. then this Course is perfect for you!This comprehensive 2-in-1 course is a fast-paced guide offering hands-on and practical guidance with step-by-step instructions to design, implement and deploy Kubernetes Cluster for production grid environment. Youll initially get up and running with fundamentals of Kubernetes and container orchestration. You'll build your own container cluster and manage it as well as secure the cluster and handle service discovery. Moving further, you'll streamline the way you deploy and manage your applications with large-scale container orchestration. Also, monitor and troubleshoot Kubernetes clusters and run highly available Kubernetes. Finally, youll be able to use Kubernetes in production and will have a better understanding of how to manage your containers using Kubernetes.By the end of this course, you'll containerize your applications to build a production-class container infrastructure in the Kubernetes way.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Kubernetes in 7 Days, covers managing applications in a productionised Kubernetes. This course will help you to unravel the potential of Kubernetes in the shortest amount of time. You will begin by creating your first Kubernetes cluster using Minikube. Then move on to exploring Kubernetes in some more detail and build a complex cluster. By the 4th Day, you will learn to enhance your cluster with a Grafana based monitoring dashboard in your application. Once youve acquired knowledge on dashboards, explore how a Kubernetes cluster provisions storage to its applications and learn how to secure them. Finally, learn to create a CI/CD pipeline to build and deploy your applications.The second course, Kubernetes Recipes, covers how to orchestrate and automate deployment with Kubernetes services. You will first learn how Kubernetes works with containers and will work through an overview of the main Kubernetes features such as pods, replication controllers, and more. Next, you will learn how to create Kubernetes clusters and how to run programs on Kubernetes. Then you will be introduced to features such as high availability, setting up Kubernetes masters, using Kubernetes with Docker, and orchestration with Kubernetes using AWS. Later, you will explore how to use Kubernetes-UI and how to set up and manage Kubernetes clusters on the cloud and bare-metal. You will also work through recipes on microservice management with Kubernetes. Upon completion of this course, you will be able to use Kubernetes in production and will have a better understanding of how to manage your containers using Kubernetes.By the end of this course, you'll containerize your applications to build a production-class container infrastructure in the Kubernetes way.About the Authors Des Drury is a passionate technologist with many years' experience in all aspects of data center infrastructure, automation, programming languages, and developer workflows. He is:- Co-organizer of the Melbourne Kubernetes Meetup- Author of Open Datacentre, a Kubernetes distribution with numerous datacenter workloads;- A Kubernetes evangelist from the early days of its release;- Passionate about helping teams to understand complex technology- Teaches the skills required for team members to solve their own problems- An excellent communicator and enjoys helping people, passing on knowledge, and improving processesHe has also built numerous tools that have been adopted as enterprise solutions and has received a number of awards. Subhankar Sengupta has vast experience in DevOps, Kubernetes and Microservices domains. He is a senior architect, working for Red Hat, Emerging Technologies and is responsible for architecting containerization strategy via enterprise Kubernetes adoption for large BFSI and Government sectors. He has the practitioner's view of the day-to-day challenges and could talk from an insider's perspective. The target audience will be able to leverage his experience and could learn complex topics with relative ease."
Price: 199.99 |
| "Machine Learning with Scikit-Learn in 7 Hours" |
| "Machine learning is the buzzword bringing computer science and statistics together to build smart and efficient models. scikit-learn has evolved as a robust library for machine learning applications in Python with support for a wide range of supervised and unsupervised learning algorithms. If youre a data scientist or an IT professional who wants to learn machine learning using Pythons popular machine learning library scikit-learn, then go for this course.This course teaches you how to perform your day-to-day machine learning tasks with scikit-learn. Its a perfect blend of concepts and practical examples which makes it easy to understand and implement. You will begin with learning important machine learning algorithms that are commonly used in the field of data science such as Linear regression, Logistic Regression, SVM, Naive Bayes, K-Means, Random Forest, and Feature engineering. You will also be taken through supervised learning, unsupervised learning, reinforcement learning, and semi-supervised learning with hands-on practical projects.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.In the first course, Fundamentals of Machine Learning with scikit-learn, you will learn all the important machine learning algorithms that are commonly used in the field of data science. These algorithms can be used for supervised as well as unsupervised learning, reinforcement learning, and semi-supervised learning. The algorithms you will be learning are Linear regression, Logistic Regression, SVM, Naive Bayes, K-Means, Random Forest, and Feature engineering.In the second course, Learn Machine Learning in 3 Hours, you will learn key ML algorithms and how they can be trained for classification and regression. You will also work with supervised and unsupervised learning to help to get to grips with both types of algorithms.In the third course, Real-World Machine Learning Projects with Scikit-Learn, you will build powerful projects using scikit-learn. Using algorithms, you will learn to read trends in the market to address market demand. You'll delve more deeply to decode buying behavior using Classification algorithms; cluster the population of a place to gain insights into using K-Means Clustering; and create a model using Support Vector Machine classifiers to predict heart disease.By the end of this course, you will get hands-on with machine learning using powerful features of scikit-learn to implement the best machine learning practices.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Giuseppe Bonaccorso is a Machine Learning and big data consultant with more than 12 years of experience. He has an M.Eng. in electronics engineering from the University of Catania, Italy, and further postgraduate specialization from the University of Rome, Tor Vergata, Italy, and the University of Essex, UK.During his career, he has covered different IT roles in several business contexts, including public administration, military, utilities, healthcare, diagnostics, and advertising. He has developed and managed projects using many technologies, including Java, Python, Hadoop, Spark, Theano, and TensorFlow. His main interests are in artificial intelligence, machine learning, data science, and the philosophy of the mind.After taking a Physics degree at Oxford, Thomas Snell entered the Biophysics industry. Performing numerical simulation; from there, took a numerical simulation PhD in Geophysics. During his PhD, Thomas developed a keen interest in Machine Learning, eventually founding two open source projects: a cryptocurrency trader and an evolutionary system to design quantum algorithms. Shortly after sharing these projects with the open source community, he worked as a Data Scientist while finishing his PhD, developing a system to cluster job data and predict career paths for groups of individuals.Nikola ivkovi is a software developer with over 7 years of experience in the industry. He earned a Master's degree in Computer Science from the University of Novi Sad back in 2011, but by then he was already working for several companies. At the moment he is a part of the Vega IT Sourcing team from Novi Sad. During his time in the industry, he worked on large enterprise systems, small web projects, data- and time-sensitive projects, as well as on machine learning projects. Apart from that, he has experience in knowledge sharing, talking at meetups, conferences, and as a guest lecturer at the University of Novi Sad."
Price: 199.99 |
| "Efficient Application Development with Python3 for Beginners" |
| "Python is an open-source community-supported, a general-purpose programming language that, over the years, has also become one of the bastions of data science. Thanks to its flexibility and vast popularity that data analysis, visualization, and machine learning can be easily carried out with Python.With this application development course with Python 3, you'll first learn about variables, control flow statements & much more make use of them in Python programs. Then you will learn to use Python's advanced data structures such as lists and dictionaries. Then you will get a hands-on project building such as build a game that consists of a deck of playing cards, Dice-Rolling Simulator in Python, Building Architectural Marvels & much more. Moving further, you'll learn to troubleshoot your python application where you can quickly detect which lines of code are causing problems, and fix them quickly without going through 300 pages of unnecessary detail.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Begin Python Programming in 7 Days will get you started by setting up your environment and the tools you need to start programming in Python. You will be learning about variables and operators and how to make use of them in Python programs. You will learn all about control flow statements and loops in Python and you will be using them in your programs to solve your coding problems. Then you will learn to use Python's advanced data structures such as lists and dictionaries. You will be able to organize in functions and save time coding by writing code that can be reused. Then, you will learn about Python modules and how to make use of them. On the last day, you will start interacting with files using Python code. The course will give you a strong entry point into programming in general and programming in Python in particular.The second course, Python By Example explores Python basics, data structures, and algorithms. We'll build a die rolling simulator to see how to use Python dictionaries, loops, functions, and control statements. Then, we will see how we can develop dictionaries that contain other dictionaries to build complex data structures. Next, we will use a modular approach to build a game that consists of a deck of playing cards. We will use object-oriented (OOP) Python classes to do so. We will display the playing cards both in a textual form, which we create, as well as via image files. This will lead to our displaying card images in a graphical form using Python's built-in Tkinter package. In the next part, we will use multiple inheritances with OOP classes. While the Java and C# programming languages are limited to only single inheritance, Python classes can inherit from multiple classes. You will learn how to use multiple inheritances with Python. You will also build Graphical User Interfaces (GUIs). We will use Python's built-in Tkinter package and delve more deeply into GUI programming. By the end of this video tutorial, you will have built some useful utilities using Python. Python is very strong at searching directory folders, replacing words within modules, and much more. You will find these utilities useful in your everyday work as a developer.The third course, Troubleshooting Python Application Development takes you through a structured journey of performance problems that your application is likely to encounter, and presents both the intuition and the solution to these issues. You'll get things done, without a lengthy detour into how Python is implemented or computational theory. Quickly detect which lines of code are causing problems, and fix them quickly without going through 300 pages of unnecessary detail.About the Authors:Colibri Digital is a technology consultancy company founded in 2015 by James Cross and Ingrid Funie. The company works to help its clients navigate the rapidly changing and complex world of emerging technologies, with deep expertise in areas such as big data, data science, machine learning, and cloud computing. Over the past few years, they have worked with some of the world's largest and most prestigious companies, including a tier 1 investment bank, a leading management consultancy group, and one of the World's most popular soft drinks companies, helping each of them to make better sense of its data, and process it in more intelligent ways. The company lives by its motto: Data -> Intelligence -> Action.Rudy Lai is the founder of QuantCopy, a sales acceleration startup using AI to write sales emails to prospects. By taking in leads from your pipelines, QuantCopy researches them online and generates sales emails from that data. It also has a suite of email automation tools to schedule, send, and track email performancekey analytics that all feed back into how our AI generates content. Prior to founding QuantCopy, Rudy ran HighDimension.IO, a machine learning consultancy, where he experienced first-hand the frustrations of outbound sales and prospecting. As a founding partner, he helped startups and enterprises with High Dimension, IO's Machine-Learning-as-a-Service, allowing them to scale up data expertise in the blink of an eye.In the first part of his career, Rudy spent 5+ years in quantitative trading at leading investment banks such as Morgan Stanley. This valuable experience allowed him to witness the power of data, but also the pitfalls of automation using data science and machine learning. Quantitative trading was also a great platform to learn deeply about reinforcement learning and supervised learning topics in a commercial setting. Rudy holds a Computer Science degree from Imperial College London, where he was part of the Dean's List, and received awards such as the Deutsche Bank Artificial Intelligence prize.Burkhard is a professional software test automation designer, developer, and analyst. He has more than 18 years' professional experience working for several software companies in California, USA. He currently works as an independent Python consultant from New York. He is the author of the Python GUI Programming Recipes using PyQt5 Packt video course. He is the author of Python GUI Programming Cookbook, First and Second Edition. This book is also available as a Packt video course. He is also the author of the Python Projects Packt video course. In his professional career, he has developed advanced in-house testing frameworks written in Python 3. He has also created advanced test automation GUIs in Python, which highly increased the productivity of the software development testing team. When not dreaming in Python code, he reads programming books about design, likes to go for walks, and reads classical poetry."
Price: 199.99 |
| "Cloud-Native Continous Integration and Delivery" |
| "When several developers work on the same code and do not merge their changes, the end result is a sure disaster. Cloud-native software development is a powerful tool to avoid this occurrence. However, cloud-native software development requires new ways of building and delivering applications. Specifically, operating in a continuous integration (CI) and continuous delivery (CD) environment is essential. This course teaches you the skills you need to create a CI and CD environment for your applications, and deploy them using tools such as Kubernetes and Docker. By the end of this course, youll be able to design professional and enterprise-ready CI/CD pipelines.About the AuthorsOnur Yilmaz is a software engineer at a multinational enterprise software company. He is a Certified Kubernetes Administrator (CKA) and works on Kubernetes and cloud management systems. He is a keen supporter of cutting-edge technologies including Docker, Kubernetes, and cloud-native applications.Sahil Malik has been a Microsoft MVP and INETA Speaker for the past 8 years, author and reviewer of many books and numerous articles in both the .NET and SharePoint space, consultant and trainer who delivers training and talks at conferences internationally. Sahil has trained for the best names in the Microsoft technology space and has architected and delivered SharePoint based solutions for extremely high profile clients."
Price: 199.99 |
| "Develop Cloud-Native Apps & Microservices on Azure with Java" |
| "Azure is Microsofts public cloud computing platform. It provides a range of cloud services, including those for compute, analytics, storage, and networking. You can pick and choose from these services to develop and scale new applications, or run existing applications, in the public cloud. Spring Boot makes it easy to create both powerful and production-grade applications. These applications can be efficiently deployed on cloud platforms such as Azure and their deployment assessed with metrics and monitoring.This course is a one-stop guide for those who want to use Microsoft Azure for developing and deploying secure, resilient, robust, and scalable Spring Boot applications. You will learn how to easily build, monitor, and deploy cloud-native applications and microservices that are always available and fault-tolerant. Along the way, you will get introduced to several DevOps practices that will help you manage the full lifecycle of your application, from laptop to cloud and into the hands of your customers, while using state of the art tooling that comes out of the box with Azure.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Cloud Native Development on Azure with Java, will help you architect a cloud-native application which will be resilient, can auto-scale automatically, and requires less maintenance; it focuses entirely on practicality, building a cloud-native application in Spring Boot and deploying it on Azure. You will get hands-on experience in a range of computing, storage, data, and network services, which offers you a complete toolbox to build and deploy cloud-native applications. You will learn about the driving factors for cloud adoption and see how cloud deployment with Azure is different from regular deployment on a standard data center.The second course, Microservices Development on Azure with Java, will jumpstart your journey of building, deploying and operating containerized Java microservices into the cloud, using Docker and the Azure Kubernetes Service, while leveraging several building blocks of an open and flexible cloud platform that provides excellent support for Java.By the end of this course, you will be equipped with the knowledge to build scalable and cost-efficient Java Spring applications, microservices, and deploy them on the Azure and other enterprise-ready container platforms.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:TetraNoodle Technologies provides your business with an augmented executive service that prioritizes growth. They provide technology and CTO services that are cheaper, faster, and better informed than traditional CTOs. Their team has worked within the technology industry for over 45 years. They use the connections, experience, and knowledge gained during this time to provide flexible solutions to your technology needs. They excel at scaling companies quickly by facilitating rapid technology implementation to propel you to the top of your industry.Tasos Piotopoulos (Anastasios) is a professional software engineer and aspiring technical architect with over 12 years of industry experience and an Honors Master's degree in Software Engineering and Ubiquitous Computing from University College Dublin.Over the years, Tasos has been involved in the construction of everything from simple tooling to enterprise cloud-native solutions. He started using Azure as an early adopter on 2011, and his first official project on Azure became a case study by Microsoft Greece (plus a bestselling service for his employer). He organizes meetups and workshops, speaks at events and academic lectures, and is passionate about solving complex problems through delivering high-quality software."
Price: 199.99 |
| "Dart & Flutter: The Complete Mobile Apps Development Course" |
| "Dart has become a general-purpose language that is optimized for web and mobile development. Flutter - Googles new mobile UI framework is developed to build beautiful user interfaces for both Android and iOS natively. Flutter is a SDK providing the tooling to compile Dart code into native code and it also gives you a rich set of pre-built and pre-styled UI elements also called widgets which you can use to compose your own user interfaces. With so much of features provided, it takes less time to develop mobile applications with Dart and Flutter.This practical course is designed specifically for people just starting out with Dart & Flutter for mobile development and who want to build fully functioning mobile applications that serves a real purpose. You will begin with learning the basics of the Dart programming language and setting up the development environment for Dart and Flutter to build your applications. You will then learn to build app layouts, perform widget animation, pull and push data to servers, and compile codes to build amazing native mobile apps for iOS and Android. You will also learn to deploy your applications on Google Play Store and Apple App Store.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Dart 2 in 7 Days, starts by setting up a development environment for Dart and Flutter from which to build your first app. You will then learn how to create variables and perform operations and will learn about conditional statements. You will also focus on object-oriented programming aspects, wherein you will learn about creating classes, functions, and data structures. Next, you will learn to build a To-Do list application by calling APIs to get JSON data. Finally, you will learn how to deploy your app on the Google Play Store and Apple App Store.In the second course, Learning Dart - Build Your First App with Flutter, you will be able to build app layouts, create widget animations, pull and push data to servers, and compile and release code to both stores.The third course, Real-World Projects with Flutter, models real-world problems and then teaches the steps and techniques for creating solutions in the form of complete Android and iOS applications. Here with Flutter, youll develop multiple apps for both stores with just one code base and deploy it to both Google Play Store and Apple App Store.By the end of this course, you will be able to build your own stunning iOS and Android mobile applications with Dart and Flutter.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Victor Wooding is a teacher and developer from Barbados. He has been teaching for ten years and coding for about eight. His first programming job came in 2011 when he was given the task of developing a website for the school that he was attached to. Since then he has developed skills in Photoshop, Illustrator, and Sketch and has learned Java, JavaScript, Swift, Dart, and Kotlin. Currently, he manages his own websitekodechampand uploads video tutorials to YouTube under his name.Tim Anthony Manuel works as a Technical Manager for Fennec3D, as an App Development Consultant for an upcoming software company in the Philippines, and as the lead (and only) developer in his own company, Third Degree Apps. As a freelancer, he has developed Android apps using Java, and many progressive web apps using Vue.js and Node.js backends. In his previous jobs, he worked extensively with industrial machine automation and machine vision systems, developing software using Visual Basic .NET. He also loves making 3D models using Solidworks, as well as 3D-printing them. Currently, Flutter and Dart, and all Firebase APIs, are his focus.Nigel Henshaw is a mobile software developer who as well as providing software development services loves to share his knowledge through his YouTube channel and website. He originates from New Zealand, where he started out as an electrician. After one too many electric shocks, he wisely decided on a career change. After completing a two-year diploma in Computer Science and Technology at the Auckland University of Technology, Nigel relocated to London for new opportunities.He landed a job as a test engineer with a pioneering tech company called Psion, who were one of the first to develop handheld devices and mobile operating systems. Before too long, Nigel was transferred to the base porting team and found himself in the middle of porting operating systems and writing device drivers with Symbian OS using C++.Nigel has experienced many wonderful opportunities through the software industry. He has worked in the UK, Scotland, and Japan, and held roles as a software engineer, consultant, project manager, and general manager of a remote development site."
Price: 199.99 |
