| "Data Visualization with D3.js: Step-By-Step Tutorial" |
| "This course seeks to take you on a journey to learn to create beautiful visualizations of information using D3.js. D3.js, where D3 stands for data-driven documents, is an amazing JavaScript library which is known among data analysts, engineers, mathematicians, and developers worldwide as an advanced data visualization tool. Its ability to bring data to life in the form of graphics is what has made it so widespread in its use, scope, and popularity. If you want to create interactive charts, data trees, infographics, geospatial charts, and maps efficiently, then this course is your ideal choice to master interactive data visualization with D3.js V4.This course includes a number of extensive examples to help you hone your skills with data visualization using D3.js. Throughout the course these examples will help you acquire a clear practical understanding of the various techniques, tools, and functionality provided by D3.js. You will first setup your D3.js development environment and learn the basic patterns needed to visualize your data. You will then learn techniques to optimize different processes such as working with selections, animating data transitions, creating graphs and charts, integrating external resources (static as well as streaming), visualizing information on maps, working with colors and scales, utilizing the different D3.js APIs, and more. This course will also guide you through creating custom graphs and visualizations, and show you how to go from the raw data to beautiful visualizations. The extensive examples will include working with complex and real time data streams, such as seismic data, geospatial data, scientific data, and more. Finally, you will build five unique data visualization projects to get a complete hold of the topic.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Creating Data Visualization with D3, will help you acquire a clear practical understanding of the various techniques, tools and functionality provided by D3.js. You will first setup your D3.JS development environment and learn the basic patterns needed to visualize your data. After that you will learn techniques to optimize different processes such animating data transitions, creating charts, and much more. You will also learn how to create custom graphs and visualizations, and how to go from the raw data to beautiful visualizations.In the second course, Applied Data Visualization with D3, you will learn techniques to optimize different processes such as animating data transitions, creating graphs and charts, integrating external resources (static as well as streaming), visualizing information on maps, working with colors and scales, utilizing the different D3.js APIs, and more. The extensive examples will include working with complex and real time data streams. You will also learn to add custom shapes and paths using various D3 functionality.In the third course, D3.js Data Visualization Projects, you will build two complete applications with D3.js. While you create apps from scratch, you will learn to implement the various features of D3.js. The projects start with a simple chart app, then move on to creating scalable data-intensive apps, typically dedicated to the big data domain. You will also create a complex business app that lets you feed your data and create interactive real time visualizations with various export options.By the end of this course, you will have developed a strong foundation in D3.js and would be able to create breathtaking visualizations of data using its vast library.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Jos Dirksen has worked as a software developer and architect for more than a decade. He has a lot of experience in a large range of technologies, ranging from backend technologies, such as Java and Scala, to frontend development using HTML5, CSS, and JavaScript. Besides working with these technologies, Jos also regularly speaks at conferences and likes to write about new and interesting technologies on his blog. He also likes to experiment with new technologies and see how they can best be used to create beautiful data visualizations. Jos is currently working as a full stack engineer for Philips Lighting working, on a large IoT and Scala project. Previously, Jos has worked in many different roles in the private and public sectors, ranging from private companies such as ING, ASML, Malmberg, and ASML to organizations in the public sector, such as the Department of Defence.Michael Heydt is an independent consultant, programmer, educator, and trainer. He has a passion for learning and sharing his knowledge of new technologies. Michael has worked in multiple industry verticals, including media, finance, energy, and healthcare. Over the last decade, he worked extensively with web, cloud, and mobile technologies and managed user experiences, interface design, and data visualization for major consulting firms and their clients. Michael's current company, Seamless Thingies , focuses on IoT development and connecting everything with everything. He is also a frequent speaker at .NET user groups and various mobile, cloud, and IoT conferences and delivers webinars on advanced technologies."
Price: 199.99 |
| "Natural Language Processing in Python - A Complete Guide" |
| "Natural Language Processing is one of the fields of computational linguistics and artificial intelligence that is concerned with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of Machine Learning. If youre a Python developer or data scientist looking to master NLTK library in Python to make your applications smarter, then this course is perfect for you!This comprehensive 3-in-1 course is an easy-to-follow guide, full of hands-on examples to learn and master the NLTK library in Python and create your own NLP apps. To begin with, youll use functions to implement concordance, similarity, and dispersion plotting, and counting in NLTK to easily mine information from large heaps of textual data. Implement string matching algorithms, statistical language modeling, and normalization techniques. Extract meaning and insights from text data such as vector space models. Finally, use semantic parsing to break down the components of a sentence while creating amazing NLP projects in Python.Towards the end of this course, you'll learn and master the NLTK library in Python to create your own NLP apps. Explore various NLP tasks while enhancing your Python skills in real-world scenarios.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Natural Language Processing with Python, covers mastering the NLTK library in Python to create your own NLP apps. You will learn how to tokenize various parts of sentences, and how to analyze them. You will learn about semantic as well as the syntactic analysis of the text. During this course, you will learn how to solve various ambiguities in processing human language. You will also gain experience with NLP using Python and will be introduced to a variety of useful tools in NLTK. Plus, you will have an opportunity to build your first NLP application! By the end of this course, you will have the skills and tools to begin solving problems in the growing field of Latent Semantic AnalysisThe second course, Mastering Natural Language Processing with Python, covers exploring various NLP tasks while enhancing your Python skills in real-world scenarios. This course will give you expertise on how to employ various NLP tasks in Python, giving you an insight into the best practices when designing and building NLP-based applications using Python. It will help you become an expert in no time and assist you in creating your own NLP projects using NLTK. You will sequentially be guided by applying machine learning tools to develop various models. Well give you clarity on how to create training data and how to implement major NLP applications such as Named Entity Recognition, Question Answering System, Discourse Analysis, Transliteration, Word Sense Disambiguation, Information Retrieval, Text Summarization, and Anaphora Resolution.The third course, Next Generation Natural Language Processing with Python, covers practical techniques and methods to analyze your text data. This course empowers you to know how to attack this and other text analysis problems to unlock value for your organization. Youll start by seeing how NLP can help you extract useful information from large collections of text data, and how you can use the latest Python libraries for NLP. Then well show you how to solve a practical problem using NLP by building a spam SMS detector. Youll also learn to convert words into numbers that can be analyzed. Moving on, well teach you how to accurately label new documents to get an accuracy score and cluster your data together. Finally, youll see more advanced analysis and will model text by using vector space models and semantic parsing to break down the components of a sentence. Youll also work with neural networks and learn how to write believable text.By the end of the course, you'll learn Python like a professional to build REST APIs & powerful apps using modern Python!About the Authors Tyler Edwards is a senior engineer and software developer with over a decade of experience creating analysis tools in the space, defense, and nuclear industries. Tyler is experienced using a variety of programming languages (Python, C++, and more), and his research areas include machine learning, artificial intelligence, engineering analysis, and business analytics. Tyler holds a Master of Science degree in Mechanical Engineering from Ohio University. Looking forward, Tyler hopes to mentor students in applied mathematics, and demonstrate how data collection, analysis, and post-processing can be used to solve difficult problems and improve decision making. Deepti Chopra is an Assistant Professor at Banasthali University. Her primary area of research is computational linguistics, Natural Language Processing, and artificial intelligence. She is also involved in the development of MT engines for English to Indian languages. She has several publications in various journals and conferences and also serves on the program committees of several conferences and journals. Nisheeth Joshi is an associate professor and a researcher at Banasthali University. He has also done a Ph.D. in Natural Language Processing. He is an expert with the TDIL Program, Department of IT, Government of India, the premier organization overseeing language technology funding and research in India. He has several publications to his name in various journals and conferences, and also serves on the program committees and editorial boards of several conferences and journals. Iti Mathur is an Assistant Professor at Banasthali University. Her areas of interest are computational semantics and ontological engineering. Besides this, she is also involved in the development of MT engines for English to Indian languages. She is one of the experts empaneled with TDIL program, Department of Electronics and Information Technology (DeitY), Govt. of India, a premier organization that oversees Language Technology Funding and Research in India. She has several publications in various journals and conferences and also serves on the program committees and editorial boards of several conferences and journals.Alex Rutherford is a Research Scientist at MIT Media Lab. He has a Ph.D. in Physics and nearly 10 years of experience of using Python for data analysis and modeling gained at the United Nations, Facebook, and elsewhere. He has tackled many problems using data analysis including epidemiology, ethnic violence, vaccine hesitancy, and constitutional change and has built pipelines for social media data, legal documents, and news articles among others. He blogs and tweets regularly on data science and data privacy."
Price: 199.99 |
| "Python Concurrency Simplified" |
| "Python is a very high level, general purpose language that is utilized heavily in fields such as data science and research, as well as being one of the top choices for general purpose programming for programmers around the world. It features a wide number of powerful, high and low-level libraries and frameworks that complement its delightful syntax and enable Python programmers to create.This course introduces some of the most popular libraries and frameworks and goes in-depth into how you can leverage these libraries for your own high-concurrent, highly-performant Python programs. You will learn the fundamental concepts of concurrency needed to be able to write your own concurrent and parallel software systems in Python. You will also learn the concepts such as debugging and exception handling as well as the libraries and frameworks that allow you to create event-driven and reactive systems.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Learning Concurrency in Python, introduces some of the most popular libraries and frameworks and goes in-depth into how you can leverage these libraries for your own high-concurrent, highly-performant Python programs. You will learn the fundamental concepts of concurrency needed to be able to write your own concurrent and parallel software systems in Python.In the second course, Concurrent Programming in Python, you will skill-up with techniques related to various aspects of concurrent programming in Python, including common thread programming techniques and approaches to parallel processing.Filled with examples, this course will show you all you need to know to start using concurrency in Python. You will learn about the principal approaches to concurrency that Python has to offer, including libraries and tools needed to exploit the performance of your processor. Learn the basic theory and history of parallelism and choose the best approach when it comes to parallel processing.By the end of this course, you will have learned the techniques to write incredibly efficient concurrent systems that follow best practices.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth: Elliot Forbes has worked as a full-time software engineer at a leading financial firm for the last two years. He graduated from the University of Strathclyde in Scotland in the spring of 2015 and worked as a freelancer developing web solutions while studying there. He has worked on numerous different technologies such as Golang, Node.js, and plain old Java, and he has spent years working on concurrent enterprise systems.Elliot has even worked at Barclays Investment Bank for a summer internship in London and has maintained a couple of software development websites for the last three years.BignumWorks Software LLP is an India-based software consultancy that provides consultancy services in the area of software development and technical training. Our domain expertise includes web, mobile, cloud app development, data science projects, in-house software training services, and up-skilling services."
Price: 199.99 |
| "Data Visualization and Interactive Dashboards with Power BI" |
| "Microsoft Power BI is a suite of tools to analyze your data and extract business insights from it through building interactive reports and dashboards. This course will be your guide to get the most out of the Power BI service thus enabling you to solve business problems and improve operations. So, if youre a BI professional, IT manager, or a power user who wants to get insights from the business data by creating interactive dashboards using Microsoft Power BI, then go for this course.This course takes a practical approach to teach you how to use raw data, monitor it, and visualize it in a form that will provide rich insights with the help of dashboards. To begin with, you will be introduced to Power BI powerful dashboard design features and how you can use it to the advantage of your organization. You will be provided with a set of use cases for which you will learn to create data models and perform DAX calculations to meet the business requirements. You will also learn to build interactive and functional reports and a detailed dashboards for the use cases, and publish them on the Power BI's official website. Next, you will learn how to create charts and custom KPI visuals in Power BI as per your business requirements. Finally, you will learn some of the newest features in Power BI that makes it a digital storytelling tool and which will help you better understand your data.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.In the first course, Learning Microsoft Power BI, you will start with a set of business requirements for an example project from a client. Initially, you will connect to a data file. You will run through the process of connecting to your data, transform it, and then build the data model. This will help you understand and determine which DAX calculations are needed to meet the business requirements. Finally, you will build out an interactive and functional report and a detailed dashboard, and publish it on Power BI website.The second course, Building Interactive Dashboards with Microsoft Power BI, provides you with an introduction to Power BI's powerful dashboard design features and how you can use it to the advantage of your organization. You will begin the course by building a simple, functional interactive dashboard. You will then present linked charts and KPIs. You will also develop dashboard examples suitable for publishing to analysts through managers and executives. At times, you need to walk users through the data so we introduce some storytelling features of Power BI. Finally, you will wrap up with some tips to style your dashboards for publishing.By the end of this course, you will have all the tricks of the trade in mastering Power BI to get effective visual analytics by creating interactive dashboards.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Reid Havens is the Founder of Havens Consulting Inc. and a Microsoft MVP. He has a formal background in technology and organizational management, having obtained separate Master's Degrees in Organizational Development & Business Analytics. Reid has experience working with many of the Fortune 50, 100, & 500 companies. Additionally he guest lectures at the University of Washington and other universities, teaching Business Intelligence, Reporting, & Data Visualization. He is also an avid content developer, having authored numerous articles and videos on various blog sites and video platforms. He's also written multiple training curriculum for PowerPivotPro, and taught them as a Principal Consultant at dozens of companies around the world. He also developed college level classes for Bellevue College and The University of Washington.Peter MacMurchy has been a professional software developer for over 15 years, focusing on UX, UI, and interactive data visualization tools. He acquired a keen interest in information visualization from coursework while studying Computer Graphics for his M.Sc. in Computer Science at the University of Calgary. Since then, he's continued to develop visualization and interactive software for finance, film, energy, and other industries. At Uncharted, Peter helps clients improve their data visualization capabilities on a consulting basis."
Price: 199.99 |
| "Advanced UX Techniques - Novice to Pro!" |
| "Designers/developers building a company website have to find the right way to fulfill the objectives of the company as well as that of their users. The need to provide the best results with a reasonable amount of effort, depending on the type of project, the scale, and the budget is a major challenge. UX design is a theoretical understanding of how users interact with websites. UX design is the process of enhancing user satisfaction with a product by improving the usability and accessibility provided by interacting with the product. With UX youll be able to design your applications in a better way. If you're a developer who wishes to learn and become an expert in UI / UX designing, prototyping, and testing, then this Course is for you. This comprehensive 3-in-1 course is packed with step-by-step instructions, working examples, and helpful advice to master Advanced UX Techniques: ideation, sketching, high-fidelity sketching, and prototyping. Youll begin with building a Storyboard for your UX design and work with a Wireframe to execute your UX design. Explore ideation and sketching and how to generate ideas by understanding user and business needs. Learn how to sketch and identify UI style guides, and review and sketch solutions. Explore high-fidelity prototyping, user interface styling and sketch symbols, typography styles, and more. Finally, Master interaction design and motion studies and build motion prototypes. By the end of this course, you'll get to grips with advanced UX techniques and explore modern techniques such as sketching, wireframes, and high-fidelity prototypes!Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, UX Design by Example, covers all about UX design with practical examples. This is the most comprehensive, yet straightforward, a course in the UX designing. Whether you have never designed before or already know the basics, this course is for you! In this course, we will teach you the essentials of UX design so you can easily apply them to your product or service. This course will teach you about user experience in a practical manner. We start by helping you understand what UX design is and the different research methods to get you a good user experience. The course will give you hands-on experience in using UX design toolsfor example, building a Storyboard, working with Wireframes, and their architecture. By the end of the course, you will know different methods to research and analyze your product from the user's perspective. The course supplies practical examples and shows you how some of the best brands have used UX to enhance the user experience.The second course, Effective UX Design, covers Understand how UX methods work. Understanding how UX methods work. You will learn how to combine methods in a smart way to plan a cost-effective process without compromising your design research and ideation, which are the crucial foundation any successful product is built upon. You will start by seeing what actually drives UX Design and exploring the Double Diamond process and how you can meet the expectations of an actual UX Design. The course will then show you how to understand UX Design and how knowledge is its most important aspect. You will explore cost-effective techniques for your UX Design. You will then see how to Focus on your UX Design and create your own cost-effective UX design. Finally, you will learn to plan a cost-effective process for your UX. By the end of the course, you will be able to design your own cost-effective UX design process.The third course, Advanced UX Techniques, covers exploring UX techniques such as sketching, wireframes, and high-fidelity prototypes. You will start off your journey by looking at how to set up a high-fidelity UX design process and defining the steps and interactions a user is engaging in. Learn to sketch wireframing, symbols and prototyping here. You will also learn how to export PNGs. Moving on, youll master high-fidelity prototyping; here you will learn to use interface styles, typography styles, color styles, and more. Further, you will master interaction design and motion studies, reviewing motion patterns and identifying areas that require animation. You will learn why we should use prototypes and Invisionapp, connecting prototypes via Invisionapp, and sharing. Finally, you will finish the course by looking at motion prototypes, setup principle by Mac, uploading assets, animating components, and exporting video and app assets for testing.Towards the end of this course, you'll get to grips with advanced UX techniques with this practical guide: sketching, wireframes, and high-fidelity prototypes!About the AuthorsKeren Rijensky is UX expert with 6 years of accomplishments in defining, designing and launching successful products used by millions of end users. She has a proven success at turning ideas into products by a process of collaborating and managing cross-functional teams, implementing best UX practices, encouraging a culture of usability-driven product development, careful implementation and user experience innovation. She is dedicated to staying current on design trends and technology. Keren is a team player, brainstormer, quick learner, proactive, tech geek and problem solver with an ability to zoom in and out in order to create a great product.Yishay Cohen is a UX professional with over 14 years' experience. He has served as a Design Thinking advocate in IBM and is a certified Design Sprint Master and a Google Expert on product design, mentoring startups and teaching UX in various academies and companies. He has a passion for understanding users' problems and needs and translating them into products and features they'll love.Tim Schoch is a freelance UX/Interaction designer from Switzerland. He has years of experience in the industry as a graphic designer and front- and back-end developer and is currently working as a full-stack UX specialist for websites, enterprise products, and mixed reality apps. Throughout his career, he has been interested in building easy-to-use stuff and prioritizing the user's needs. Besides his infectious enthusiasm for usable design, Tim holds a UX Design Master's Degree from Nielsen Norman Group.Chris R. Becker is an Imaginative and creative Sr. UX designer/IxD/design thinker and educator, a creative thinker with the ability to design across media platforms from the web to iOS and Android as well as SaaS and service design. He is a versatile designer and systems thinker with problem-solving skills for User Experience Design, organized and passionate with a passion for following design problems from concept to finished product. He is well versed in Agile product development methodologies but flexible with the waterfall techniques as well. He applies LEAN UX methods to rapid prototyping, design research, and user testing to take ideas from the drawing board to the real world. He leads Design thinking workshops and UX deliverables, all the while using communication skills both in the classroom and for client presentations. Participates in making through Fine Art & Graphic Design background, which leads to a variety of creative thinking, design thinking, human-centered design research, user testing, and problem-solving skills. His studies have included courses in rapid prototyping, usability/heuristics, human-centered design research, design thinking, painting, sculpture, drawing, printmaking, archetypes, graphic design, typography, systems theory, media theory, programming, drawing, motion, and art history. Specialties: Design thinking, user experience design, information architecture, branding, identity design, conceptual modeling, rapid prototyping, user interface, brainstorming, product design, advertising, retail design, interactive art director, wireframes, application GUI design, multimedia presentations, production artist, webmaster, social media, UX strategy development."
Price: 199.99 |
| "Full Stack Web Development with Spring 5" |
| "The world of app development is fast paced, where app trends come and go. This has pushed for a change in the way we build our apps, including the tools we use. We are no longer capable of pushing out dynamic and fluid apps without using frameworks! Spring 5 is an enterprise Java framework. It is designed to simplify Java EE development and make developers more productive. It makes use of Inversion of control and dependency injection to promote good software coding practices and speed up development time. If you want to build end-to-end modern web applications using Spring 5, then this course is for you.This course will help you quickly get up to speed with Spring 5 and Hibernate. Knowing both Spring and Hibernate will put you more in demand in the enterprise Java industry, and make your software life easier. To begin with, you will learn to create high-performing, reusable, easily testable, and loose coupling enterprise Java applications with Spring 5. You will then learn to create REST APIs and work with Spring's Data Access Layer using Hibernate as the ORM. You will also learn to test your Spring applications using MockMVC and Mockito. Finally, you will learn how to cleanly integrate Spring Security into your applications to secure them. This course will demystify the technology and help you understand the essential concepts to build your own Spring applications from scratch and secure them using Spring security.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Spring 5 in 7 Days, is your one-stop guide to learning and building applications using the Spring framework. The Spring framework enables developers to create high-performing, reusable, easily testable, and loose coupling enterprise Java applications. It can be used to develop any Java application.In the second course, Building Web Apps with Spring 5 and React, Spring is used to create the backend; you will learn to configure the Spring MVC and handle web requests. You will learn to build REST API endpoints and work with Spring's Data Access Layer using Hibernate as the ORM. You will then be introduced to other Spring components such as Spring Security, which will help you secure your backend (you'll also learn to test it). You will then move on to the frontend, where you will be introduced to React and its app development environment and components. At the end of the video, you will design your UI and create a SPA with React. Then you will integrate your React app with the Spring backend using JSON APIs or REST protocols. Finally, you will learn to test and secure your application.In the third course, Secure Your Spring-Based Applications, you will learn how to cleanly integrate Spring Security into your application using the latest technologies and frameworks with the help of detailed examples. The scenario created in the video revolves around a security audit of an insecure application and then modifying the sample to resolve the issues found in the audit. It starts by integrating a variety of authentication mechanisms and then demonstrates how to properly restrict access to your application. It concludes with tips on integrating with some of the more popular web frameworks. An example of how Spring Security defends against session fixation moves into concurrency control, and how you can utilize session management for administrative functions, is also included.By the end of this course, you will be well-versed with the concepts of Spring 5 to design, build, test, and secure your own applications with Spring 5 and Spring security.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth: Ankit Mishra is a Senior Software Engineer with extensive IT experience in mission-critical development projects and architecture designs. He has worked for giants such as Ericsson, Fidelity, and others. He has more than six years of experience in managing and delivering Spring MVC and Spring Security projects, Cloud deployment, and PaaS cloud administration. Currently, he is working on Spring microservices, Spring Security, cloud deployment, and tuning."
Price: 199.99 |
| "Node.js in 7 Days" |
| "Node.js is a popular choice for teams that need to design, build, test, deploy, maintain, and monitor large-scale distributed systems.This course will give you a firm basis from where to get started and work on your own projects with Node.js. Each section is followed by a hands-on, practical assignment as homework to help you readily implement what you've learned in a functional manner. From learning the basics move on to create a Webserver. Learn the newest method for asynchronous development thus advancing your knowledge in getting familiar with Authentication.Finally, youll debug and test Node.js using common tools. If you are looking to upgrade your Node.js skills in the quickest possible time, then this course is for you! About the AuthorDave Irvine is responsible for leading a small team of Node.js and React.js developers to create a fully realized holiday and employee record-keeping system, along with a visitor management system. He is a keen JavaScript engineer with a passion for the entire tech stack, from the server power cable to the mobile in your hand."
Price: 124.99 |
| "Hands-On Microservices with Spring Boot 2.0" |
| "This course takes a hands-on, practical approach to implementing microservices for your app development with the Spring ecosystem. We delve into the two main components of the Spring ecosystem for microservice developmentSpring Boot and Spring Cloudin detail.Youll see how to build microservices with Spring Boot 2.0 Then well take you through a suite of tools that Spring Cloud offers for the discovery, routing, and deployment of microservices to the enterprise and the cloud. The course provides practical guidance for most of the common operational and infrastructural concerns and will show you how microservices address them.We cover topics right from breaking your monolith to communication between services and deployment. This course will make microservices easily accessible to you so you can implement it instantly in your day-to-day projects.About the AuthorTomasz Lelek is a Software Engineer who programs mostly in Java and Scala. He is a fan of microservices architecture and functional programming. He has worked with more than 700 production microservices in the microservices ecosystem written in Spring Boot. He has 5+ years of experience in product development in Spring. He is also the co-founder of an e-learning platform that was built with the Java language."
Price: 124.99 |
| "Angular Web Development in 2 Hours" |
| "Hands-On Web Development with Angular 7 gets you straight into building Angular applications.This course is 100% focused on using Angular 7 to build real-world apps. Rather than teaching you the framework bit-by-bit, it takes you through the task of building applications from start to finish. You'll build the frontend, create services and components, and deploy your app to the cloud. It covers the latest and most established features of Angular, and shows you how to put them all to work in your application development. If you want an Angular course that focuses on the practical task of building Angular applications, from start to finish, this is the one for you.About the AuthorBaljeet Singh is a Full-Stack Web/Mobile Developer. He started out learning to code by building websites in PHP, but has since worked with many other technologies such as Laravel, Angular, Ionic, Vue.js, Express, and more on both the frontend and backend. He loves both worlds nowadays.He has been a self-taught learner as long as he can remember and what he really loves is sharing what he's learned with the World through blogs, websites, and in person. He strongly encourages you to have a look at his website if you are curious. He loves the quote: Teaching someone else is the best way to learn.When he is not programming or designing with a computer, he likes to practice vocal music and is involved in music production. He loves playing computer games and his favorite game is FIFA. He is also an open-source contributor."
Price: 124.99 |
| "Hands-On Data Visualization with Microsoft Power BI" |
| "Are you wasting time on compiling data from multiple sources instead of analyzing data? Are you relying on your Tech team to develop custom reports and dashboards? Power BI is a self-service business intelligence tool that reduces your dependency on the IT team to create reports and dashboards. Power BI is used to get insights from the data, saving your cost and time.This course aims to equip you with BI tools to make better business decisions and create accurate reports and dashboards in just few minutes. This course is specifically designed to give you hands-on experience of Power BI with more of a focus on practical applications in business environments. Youll walk through Power BI, end to end, starting from how to connect to and import your data, author reports using Power BI Desktop, and publish those reports to the Power BI service.By taking this course, youll build a solid ground in business intelligence and will be able to create real-time reports and dashboards in minutes.About the AuthorMurli Rajpurohit is a data scientist with over a year of experience in the business intelligence domain. He is also passionate about machine learning, data science, and artificial intelligence. He is also a keen believer in continuous learning. He focuses on combining the best elements of storytelling with Power BIs interactive capabilities to engage audiences in a whole new way. His interest lies in learning every aspect of computer vision. He has expert knowledge and hands-on experience of both quantitative and qualitative analysis, data mining, optimization, and database operations, and is proficient in R, SQL, and Python."
Price: 124.99 |
| "Learning JMeter 5.0" |
| "Test your software's performance easily with JMeter! Load-test, monitor performance in real-time, create reports, and more. Apache JMeter offers a powerful and extendable testing solution for your applications. With this course, you will use JMeter to test both the performance and functionality of any required online assetweb services, databases, FTP, or web serversusing a single tool.You'll even learn to test applications that run in the cloud. Distributed load testing has historically been an expensive and painful process when comes to very high workloads with an enormous number of users using multiple systems. JMeter to the rescue! Firstly, JMeter is an open-source tool and is thus free. Secondly, JMeter is able to send metrics to the database, so you may start any number of JMeter instances and get all results stored in one place- Influxdb and visualized in Grafana. JMeter is made up of components. You will use those components to plan and perform tests, using realistic demo scenarios. You will learn to monitor your app's performance in real-time and create test reports.By the end of the course, you will be world-class at using JMeter in the real world.About the AuthorAnton Serputko is a senior performance analyst with experience in testing client-server-based mobile and web applications and developing open-source frameworks for load test execution/analysis/result storage and visualization. He is vastly experienced in load testing framework configurations from scratch to test both the client- (browser) and server-side. He's conducted load-testing result analysis with root-cause investigations and application profiling. He is an active speaker at QA events and a performance/QA training mentor."
Price: 124.99 |
| "Build and Deploy Web Application on Microsoft Azure" |
| "Do you fear network security, availability, and potential downtime and have real concerns about deploying your web applications to the cloud? Microsoft Azure allows you to add cloud capabilities to your existing network through its Platform as a Service model. Microsoft Azure is a cloud platform for building, deploying, and managing services and applications anywhere across multiple data centers. This course will show you how to deploy and run Node.js web applications on Microsoft Azure and make them production-ready with backup services, monitoring, and scaling tools. You will create a cloud storage, including setting up and hosting static web applications on Microsoft storage blobs. You will also see how to load-balance your web applications using Azure Network Load Balancer, making them more resilient and stable. You will also focus on creating cloud databases connecting your Node.js application to a MySQL server hosted in Azure, and maintaining it. We also show you how to upload a Docker Container image to Azure, run it as a Web App, and service the image. By the end of the course, you will have learned the skills needed to develop, deploy, and manage Node.js web applications and services in Microsoft Azure with confidence.About the AuthorShimon Ifrah is an IT Professional and an IT Blogger with 15 years' experience working for the largest IT companies in the world. His experience with Azure started 9 years ago with the first Platform as a Service cloud service and evolved from there to more complex services on the Azure platform. Over the years, Shimon has been helping many organization migrate their services to Microsoft Azure and manage them according to Microsoft best practices. Shimon has attended many Microsoft facilitated workshops related to deploy and design Microsoft Azure cloud solutions. In the last 10 years, Shimon has written more than 1,200 blog posts about IT management and Azure that have been viewed and used by millions of IT professionals globally. Shimon also achieved the following professional certification: CCNA, MCSA, MCSE, MCTS X 6, MCTIP:SA, MCITP:EA, MCITP:MA, VCP-510, and CISCO:DCUCI."
Price: 124.99 |
| "Functional Programming in 7 Days" |
| "With every business being penetrated by data, its even more important to move towards functional paradigms to tackle the side-effects of programming, making testing and debugging easier. This course will teach you how to deconstruct data structures and store variable bindings (with closures). Youll also learn about strong typing, storage allocation, and whether to use boxed (pointer-to-value) or unboxed (value directly) representation using functional programming.This fast-paced actionable guide offers seven 30-minute lessons, each followed by a practical exercise to get you up and running. By the end, youll be well-equipped with programming concepts that enable robust functional programming, taking you one step closer to proficient programming in Python.About the AuthorMohammed Kashif is working as a Data Scientist at Nineleaps, India, dealing mostly with graph data analysis. Prior to this, he was working as a Python developer at Qualcomm. He completed his master's degree in computer science from IIIT Delhi, with specialization in data engineering. His areas of interests include recommender systems, NLP and graph analytics. In his spare time, he likes to solve questions on StackOverflow and help debug other people out of their misery. He is also an experienced teaching assistant with a demonstrated history of working in the higher education industry."
Price: 124.99 |
| "Implementing DevOps with AWS" |
| "Developing applications and deploying them to your infrastructure is challenging and time-consuming. Pushing updates and fixes, rolling out new features to the infrastructure, and working across different cloud providers can take days to weeks with the traditional approach because of human involvement.This is where AWS comes the rescue with its set of DevOps services; it reduces the time taken to achieve the preceding steps to hours. This course covers all AWS DevOps tools used in the industry to achieve automation. The course is packed with hands-on examples and every effort has been put to make sure that you learn how to put AWS DevOps tools to work in the real world.This course gives you hands-on experience with Cloud9, CodeBuild, CodeDeploy, CodePipeline, and CodeStar. You are 3 hours away from setting up automated processes, implementing Continuous Delivery, and managing application updates for your infrastructure on the AWS cloud.About the AuthorColibri 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 better make sense of its data, and process it in more intelligent ways.The company lives by its motto: Data -> Intelligence -> Action.Salle Ingle is an AWS Certified Solutions Architect Professional from Colibri Digital, with over 17 years' experience in the Information Technology field across a variety of disciplines and industries. Salle also holds the ITIL v3 Release and Control Practitioner certification and has several years' experience with Change and Release Management involving various DevOps practices and tools.In addition to AWS, she has experience with OpenStack, infrastructure, networking, and full-stack web development."
Price: 124.99 |
| "Deep Learning for Python Developers" |
| "Deep learning is a new superpower which will let you build AI systems that just weren't possible a few years ago. It's time to utilize intelligent automation to help your business grow, keep organized, and stay on top of the competition.This course is for Python developers who haven't worked with machine learning or data science, and want to build intelligent systems right awaywithout taking a math degree! You will learn about recurrent neural networks, Backprop, SGD, and more. You will work on code examples that are used in a developer's life on a daily basis; you'll not only master the theory, you'll also see how to applied it in the industry as a whole. You will practice all these ideas in MxNet, TensorFlow, Keras, and Gluon. Last but not the least, build Convolutional Neural Networks and apply them to image data. Deep Learning is currently enabling numerous exciting applications in speech recognition, music synthesis, machine translation, natural language understanding, and many others. AI is transforming multiple industries. After finishing this course, you will likely find creative ways to apply it to your work. We will help you master Deep Learning, understand how to apply it, and build a career in AI.About the AuthorWill Ballard is the Chief Technology Officer at GLG, responsible for engineering and IT. He was also responsible for the design and operation of large data centers that helped run site services for customers including Gannett, Hearst Magazines, NFL, NPR, The Washington Post, and Whole Foods. He has also held leadership roles in software development at NetSolve (now Cisco), NetSpend, and Works (now Bank of America)."
Price: 124.99 |
| "Learning Angular for Django Developers" |
| "Want to build amazing web applications using Python as a programming language? This course will enhance your skills by using Angular to build the front end and Django, a Python framework, to build the back end.This course walks you through the complete process of both front-end and back-end development using Python and Angular. Youll build a real-world card dealer website during the course. Youll add features such as car components choice, homepage videos, compelling graphics, and different car models to choose from. This way, customers will get a functional and attractive web application. Finally, youll learn to deploy the application on Amazon Web Services (AWS).By the end of the course, youll be able to combine the powers of your favorite languagePythonwith Angular to provide an end-to-end web development solution.About the AuthorVitaliy Kucheryaviy is an experienced team lead and a full-stack developer with more than 10 years experience. For most of that time, he has developed web applications with Python, Django, jQuery, Angular, and VueJS. He is an active contributor to an open source project, which helps bootstrap Django apps quicker.He loves to travel and has been to almost everywhere in Europe, seven states of the USA, and a bit of Asia. Currently, he is learning video recording and editing."
Price: 124.99 |
| "C++ Deep Learning with Caffe" |
| "Caffe is a popular Deep Learning library implemented in C++ and renowned for its speed and efficiency. This video course is for you if you are familiar with C++ and want to get started with Deep Learning using Caffe to train real-world models.This course will teach you how Deep Learning functions and how the Caffe framework enhances the speed and performance of your model to make it smarter for real-world uses. You will learn practical skills about creating layers, configuring networks, training and deploying using Caffe (written in C++). You will also learn about some of the internals of Caffe. Throughout the course, you will work with practical examples to get a good training in Deep Learning.By the end of this course, you will have the skills to build and train your own real-world Deep Learning models using Caffe.About the AuthorAman Angrish is a programmer and entrepreneur with nearly 19 years' experience in the software industry. He is the creator of ThatNeedle technology (a proprietary fast Natural Language Processing stack) and has applied for patent. His work includes Natural Language Processing, Natural language understanding, Semantic search, chatbots, and voice-based searches. He is working to expand the cutting edge of technology to make it deeper and faster. He is an NTSE Scholar and a graduate from PEC (Punjab Engineering College), Chandigarh, India."
Price: 124.99 |
| "Introduction to Bayesian Analysis in Python" |
| "Bayesian statistics is an effective tool for solving some inference problems when the available sample is too small for more complex statistical analysis to be applied. This course teaches the main concepts of Bayesian data analysis. It focuses on how to effectively use PyMC3, a Python library for probabilistic programming, to perform Bayesian parameter estimation, model checking, and validation.The course introduces the framework of Bayesian Analysis. Complex mathematical theory will be sidestepped in favor of a more pragmatic approach, featuring computational methods implemented in the Python library PyMC3. We present several instances of analysis scenarios.About the AuthorA computer and cyber security expert, Sunil Gupta consults in information technology with a focus on cyber security. He is an invited speaker for, and a member of, many key organizations.Sunil is a technology visionary and cyber security professional who thrives on solving complex problems. His career highlights include working with various companies, organizations, and products. His primary passion is cyber security, but he understands that, to be successful at securing an organization, you must have a detailed understanding of networks and related fields. He is passionate about customer service and his role as a cyber security expert, and always exceeds his clients expectations.Sunil performs leading-edge security consulting and works in research and development as a security expert to advance state-of-the-art information systems security."
Price: 124.99 |
| "Automating Web Testing with Selenium and Python" |
| "Selenium WebDriver is one of the most sought-after skills on this planet, and you can learn it today. One of the worst drags in the application development process is the testing phase. And the pressure to launch an application as early as possible may force you to cut corners in the time-consuming manual testing phase, resulting in half-baked products and end-users impeded by many glitches.If you're drowning in a never-ending collection of regression test cases and need to automate them, you're in the right place. This course will make your life as a developer easier and using Selenium will change the mundane way in which you run the exact same tests day in and day out.Test automation with Selenium and Python, or developing scripts for running automated test commands against a range of browsers, will be more cost-effective, accurate, and faster than manual testing. The lack of manual intervention will diminish the possibility of errors and you will be able to find bugs at an early stage, making the process more reliable. By automating your web testing, you will be able to run tests on multiple devices simultaneously, which is impossible with manual testing.By the end of this course, you will be well on the way to becoming a test automation specialist. Automating your testing with Python and Selenium will offer a highly efficient way to generate test scripts, validate their functionality, and reuse such scripts in an automated framework.About the AuthorMarko Stanojlovic has been working in the IT industry since 2010. After finishing his Master's degree in IT and Telecommunications, he acquired expertise in various fields such as high-end hardware, system maintenance, and support and developed complex solutions in the area of UNIX and Storage. He has a passion for automation, open-source projects, and sharing. He gained experience with community-based QA projects where he has made active contributions, using automation with Python and Selenium on a daily basis."
Price: 124.99 |
| "Hands-On PySpark for Big Data Analysis" |
| "Data is an incredible asset, especially when there are lots of it. Exploratory data analysis, business intelligence, and machine learning all depend on processing and analyzing Big Data at scale.How do you go from working on prototypes on your local machine, to handling messy data in production and at scale?This is a practical, hands-on course that shows you how to use Spark and it's Python API to create performant analytics with large-scale data. Don't reinvent the wheel, and wow your clients by building robust and responsible applications on Big Data.About the AuthorColibri Digital is a technology consultancy company founded in 2015 by James Cross and Ingrid Funie. The company works to help their 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 better make sense of their data, and process it in more intelligent ways.The company lives by their 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 performance - key analytics that all feedback 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 HighDimension.IOs 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 Deans List, and received awards such as the Deutsche Bank Artificial Intelligence prize."
Price: 124.99 |
| "Modernizing Your Android Applications" |
| "Programming Android apps can be a complex process and lack of knowledge in architecting your app can result in spaghetti code and dead ends. In order to deliver an extendable, maintainable, and testable code base, you have to think about the architecture of your application from the very first stage of your development.In this course, 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 AuthorYusuf 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: 124.99 |
| "Hands-On Android Application Components: Styles and Themes" |
| "Many developers arent sure what styles and themes they should use to create an attractive, responsive, and user-friendly app. If you think that providing consistent styles, choosing appropriate themes, and designing layouts for multiple screen sizes is a challenge, then this course is a perfect choice for you.Youll learn the best practices of material design, colors, styles, and themes. Youll build attractive, user-friendly, and responsive applications with backward compatibility. Youll implement the colors principle, version-specific themes, and inheritance in themes. By the end of this course, youll be able to create attractive apps with just a few lines of clean code.About the AuthorEhsan Mashhadi is an experienced mobile developer with 5+ years of experience in Java, Kotlin, and Swift. He loves his work and is always passionate to learn new things. He loves challenges, and always tries to do his job better, faster, and without bugs. Currently, he is working as a team lead developer and freelance technical author. Outside of his technical life, he loves food, trips, and movies."
Price: 124.99 |
| "Hands-on Web Application Development with jQuery" |
| "Want to build outstanding visual and interactive web applications by adding amazing JavaScript functionality with ease? jQuery, a fast, extensible, and feature-rich JavaScript library, will come to your rescue. It is easy to get started with and helps you build complex scripting functionality in just a few lines of code.Our course, although concise, covers just the right content you'll need to build highly scalable applications in JS and jQuery. In this course, you will learn the core capabilities of the jQuery library, including demonstrations of DOM manipulation and traversal; implement animations; and make JSON as well as AJAX requests. You will also manipulate events and change how the user interacts with the page. Throughout the course, you will be building an interactive quiz application using popular JS and jQuery functionalities.By the end of the course, you will be able to apply jQuery within real-world applications and develop extensible, quicker, and interactive web apps with a powerful yet lightweight jQuery library.About the AuthorLaurence Svekis is a web application developer with 18+ years' hands-on experience with a variety of skills, including HTML, CSS, JavaScript, JQuery, Bootstrap, PHP, and MySQL. He has worked on multiple enterprise-level applications, hundreds of websites and business solutions, and many unique and innovative web applications. He has been providing web development courses and digital marketing strategy courses since 2002. He is passionate about everything to do with web application development, the digital experience, and programming for online marketing, with a strong focus on social media and SEO."
Price: 124.99 |
| "Wireshark Recipes" |
| "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 and is the de-facto standard across many commercial and non-profit enterprises, government agencies, and educational institutions. In this hands-on course, you will receive in-depth training on Wireshark and TCP/IP communications analysis. You will learn to use Wireshark to identify the most common causes of performance problems in TCP/IP communications. You will develop a thorough understanding of how to use Wireshark efficiently to spot the primary sources of network performance problems, and you will prepare for the latest Wireshark certification exam.About the AuthorA computer and cyber security expert, Sunil Gupta consults in information technology with a focus on cyber security. He is an invited speaker for, and a member of, many key organizations. Sunil is a technology visionary and cyber security professional who thrives on solving complex problems. His career highlights include working with various companies, organizations, and products. His primary passion is cyber security, but he understands that, to be successful at securing an organization, you must have a detailed understanding of networks and related fields. He is passionate about customer service and his role as a cyber security expert, and always exceeds his clients' expectations. Sunil performs leading-edge security consulting and works in research and development as a security expert to advance state-of-the-art information systems security."
Price: 124.99 |
| "Learning Angular 7" |
| "This course will show you how to set up an Angular project, and you'll build Angular components with the latest version of Angular 7.In this course, youll learn all the fundamentals about modules, directives, components, data binding, routing, HTTP access, and providing full CRUD operations. Then youll learn how to route dynamically, how to retrieve data from a route, and how to protect your routes with guards. Finally, you'll see how to use material components and animations to manage transitions to give the user a wow experience.By the end of this course, you'll have a good understanding of Angular 7 and its features in general and you'll be able to build web applications.About the AuthorSam Orgill is a developer with over 10 years experience in web development. He began by helping develop websites for his father's company, which developed into successful side hustle while he was at university. He subsequently went into industry and developed his web development skills but has since gone freelance and has a passion for teaching others both the power of web development and the freedom a web development career brings."
Price: 124.99 |
| "Hands-On Machine Learning with TensorFlow.js" |
| "Machine learning is a growing and in-demand skill, but so far JavaScript developers have not been able to take advantage of it due to the steep learning curve involved in learning a new language. TensorFlow .js is a great way to begin learning machine learning in the browser with TensorFlow .js. It allows you to operate offline to train new models and retrain existing models.This course covers most of the major topics in machine learning and explains them with the help of Tensorflow .js implementations. The course is focused on the result-oriented nature of most JavaScript developers, and focuses on Tensorflow .js to the fullest in the least amount of time.At the end of the course, youll evaluate and implement the right model to design smarter applications.About the AuthorArish Ali started his machine learning journey 5 years ago by winning an all India machine learning competition conducted by IISC and Microsoft. He was a data scientist at Mu Sigma, one of the biggest analytics firms in India. He has worked on some of the cutting-edge problems of Multi-Touch Attribution Modeling, Market Mix Modeling, and Deep Neural Networks. He has also been an Adjunct faculty for Predictive Business Analytics at Bridge School of Management, which offers its course in Predictive Business Analytics along with Northwestern University (SPS).He worked at a mental health start-up called Bemo as an AI developer where his role was to help automate the therapy provided to users and make it more personalized. He is currently the CEO at Neurofy Pvt Ltd, a people analytics start-up."
Price: 124.99 |
| "Serverless JavaScript Projects" |
| "If you need full-scale JavaScript apps but you don't want a server or don't can't afford one, then this course is for you. You will master serverless computing with AWS Lambda by building four real-world projects throughout this course. You will learn how AWS Lambda is used to get your job done via functions that only run when they need to, without servers. This course will walk you through getting into AWS Lambda and using it. By the end of this course, you will have the skills you need to use AWS Lambda to build serverless JavaScript applications that are both efficient and powerful.About this AuthorJonathan Forrider is a passionate programmer. He graduated from the University of Phoenix in 2012 with an IT degree specializing in software engineering and has been coding for the past six years. He works as a Programmer Analyst at the University of Montana while he also is pursuing further education in Computer Science. When he's not programming or learning new programming skills, he likes to spend quality time with his family outdoors, watching a good movie, or reading a good book. He loves developing products in multiple languages and is dedicated towards sharing knowledge and helping aspiring developers be more successful in their software career."
Price: 124.99 |
| "Deep Learning Projects with JavaScript" |
| "Getting started with Deep Learning seems overwhelming with so many options to choose from, so you might be wondering where to start, which tools to choose, and how to actually set them up? The good news is that you already have the key tool in front of you: your web browser with a powerful JavaScript engine inside it. And when you add the TensorFlow.js library to this combo, you can use Deep Learning methods via JavaScript in no time.In this course, you will through the process of getting started with TensorFlow.js to detect emotions with a lot of different types of data. You will start by learning how to build a deep learning tool to judge whether a piece of text is positive or negative. Since you will want tangible results quickly, you will use a pre-trained model to do that and include it into your own web application. You will move on to learn how to detect human emotions based only on pictures and voices using pre-trained models as well. Towards the end, you will learn how to modify a pre-trained model to train the emotional detector from scratch using your own data.By the end of this course you will know how to use Deep Learning models and train your own models from the ground up using JavaScript and the TensorFlow.js library.About the AuthorJakub Konczyk enjoys and has done 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 them 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."
Price: 124.99 |
| "Hands-On Fundamentals of Data Science with Go" |
| "Go (also known as Golang), created at Google, is increasingly proving to be faster, easy to code in, highly efficient and concurrent programming languages. It is the next-gen language of data science, machine learning and AI in general - as it strikes a great balance between productivity and maintainability of code. Many data scientists prototype models, which are then deployed to production by someone else, Go will allow you to do both! In these videos, you will get complete hands-on guidance on how to perform data mining, natural language processing, machine learning, linear algebra and understand in detail how you can use these to boost data science projects in your teams using Go. You will gain practical coverage on how to do data collection, data cleaning and mining, use of statistical models for analysis and data visualization. You will also get to use cutting-edge libraries in Go, and use them with popular datasets used by the machine learning community. The course would also guides you to build real-life hands on projects like twitter bot which tweets on your behalf, sentiment analysis on movie reviews using Nave Bayes and decision trees, two different kinds of recommendation systems to recommend movies and a regression model to perform stock prices forecasting, along with performing your own data visualizations in Go.You will get a complete hold on the use of statistics, linear algebra and understand in detail how you can boost your data science using Go. You will gain practical coverage on how to do data collection, data sanitation and munging, the use of statistical models for analysis and data visualization. The video would also get you couple with the fundamentals of machine learning along with a quick run through in implementing models such as Decision Trees, Naive Bayes, SVM and so on. You will also get to know how you can work with big data processing tools like Apache Spark and Kafka in your data science projects. The course would also get you through a couple of examples like recommendation system, sentimental analysis and stock prices forecasting. About the Author : Hands-On Fundamentals of Data Science with Go Sanket Gupta is a New York based Engineer who has experience of working on various data science projects in several languages like Go and Python. He is an active contributor to the data science community and his blogs have been featured on various publications. He is passionate about teaching and educating in the area of data science. He enjoys travelling, reading astronomy books and listening to classic rock."
Price: 124.99 |
| "Concurrent and Distributed Computing with Python" |
| "Facing difficulty in implementing concurrent and multithreaded programs in your Python applications? Is this preventing you from implementing efficient code in your apps and benefiting from multiprocessing?This course will help you resolve these difficulties. You will start by exploring the basic concepts of concurrency and distributed computing, and you'll learn which Python libraries are relevant to these. You will not only learn to see Celery as a way to build-in concurrency into your apps, but also Pyro as an alternative to Celery. You will create processes and manage processes along with interprocess communication; combine coroutines with threads and processes; practice the management of process pools; implement asynchronous tasks/job queues using AsyncResult and Celery backends; invoke remote methods in your Python-based code, and use these skills and concepts when working with AWS for Python. About the AuthorHarish Garg, founder of BignumWorks Software LLP, is a data scientist and lead software developer with 17 years' software industry experience. BignumWorks is an India-based software consultancy that provides consultancy services in software development and technical training. Harish has worked for McAfeeIntel for 11+ years. He is an expert in creating data visualizations using R, Python, and web-based visualization libraries.Mithun Lakshmanaswamy of BignumWorks Software LLP has been developing applications in Python for 9+ years. He has written enterprise-level distributed applications that are deployed on scores of servers and have the ability to support thousands of users simultaneously. Some of the applications he has developed are related to parsing millions of virus definitions, analyzing network packets from an enterprise setup, and so on. He is also quite proficient in teaching technical concepts and is quite involved with his current organizations training programmes. He has worked on multiple projects working with Python, AWS and so on, implementing the concepts of concurrent and distributed computing."
Price: 129.99 |
