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| "Financial Analytics - Introduction" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Market Acquisition Decisions" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Risk Valuation" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Market Evaluation & Risk" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Cross-Sell and Upsell" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Retention, Collections & Fraud" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Behavioural Segmentation" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "Financial Analytics - Behaviour Scorecard Modeling" |
"Go beyond number-crunching, learn number-decoding! As a professional working in the BFSI sector, you may be comfortable with numbers, but is that enough to unravel actionable insights? Learn how to acquire the right customers and maximize customer profitability using analytical tools and techniques such as credit scorecards, cross-sell recommended models and segmentation."
Price: 19.99
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| "HR Analytics - Advanced Analytics" |
"Get trained on analytic techniques and uncover data-driven insights that aid in HR decision-making and reporting. Learn a skill that will transform the way you work! Often HR professionals ask how their profession which is primarily people and emotion-driven can use analytics and data. This course will illustrate the importance of analytics in HR and how they can use data to make better and more analytical decisions."
Price: 19.99
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| "Getting Started with Arduino and IOT" |
"This is the first course to get started with IOT device implementation. This course will introduce you to the Arduino environment - IDE, Libraries & Hardware (Nano) and enable you to build simple programs. This course belongs to IOT Level 1: Devices and Sensors. This course covers the key concepts like Introduction to IoT, Arduino Code Language, Inputs and App Control Simulation Environment."
Price: 19.99
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| "Interfacing Sensors & Display with Arduino Nano and the IOT" |
"This is the second course for IOT device implementation. This course deals with interfacing sensors and display devices with Arduino hardware using the IDE and required software libraries. This course also covers basic concepts of electronics, analog and digital signals. This course belongs to IOT Level 1: Devices and Sensors and assumes you are familiar with Arduino environment."
Price: 19.99
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| "Basic Networking with Node MCU and the IOT" |
"This is the third course for IOT device implementation. This course deals with implementing basic networking techniques using Node MCU powered by the famous ESP8266. You will be able to implement a web-based sensor logger at the end of this course. This course belongs to IOT Level 1: Devices and Sensors and assumes you are familiar with the Arduino environment and sensors interfacing."
Price: 19.99
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| "Building an IOT Device with Node MCU" |
"This is the fourth course for IOT device implementation. This course deals with implementing MQTT based networking techniques using Node MCU, core micro-controller concepts and concludes with a project. At the end of this course, you will be able to implement an IOT device called the Workplace Buddy which can keep track of an employees working conditions and productivity. This course belongs to IOT Level 1: Devices and Sensors and assumes you are familiar with the Arduino environment, sensors interfacing and basic networking."
Price: 29.99
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| "JavaScript Crash Course" |
"JavaScript programming language is a popular choice for building IOT Gateway as well as Cloud applications. This course aims to jump start the learner with JavaScript. It starts with basic concepts like What is JavaScript, brief examples, basic syntax, front end, back end and goes on to higher order JavaScript."
Price: 19.99
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| "Introduction to Raspberry Pi and the IOT" |
"Raspberry Pi has become a de-facto open hardware platform of choice for engineers, hobbyists and students alike. It's sophisticated System on Chip is powerful enough to run full-fledged Linux operating system and is a very good choice to be used as an IOT Gateway. This introductory course helps you get started and get going with the Raspberry Pi."
Price: 19.99
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| "M2M Communication & Gateway Services on Raspberry Pi (IOT)" |
"This is the second course in IOT Gateway layer and covers some functionality of Raspberry Pi because of which it can be used as an IOT Gateway. This course starts with Sensors interfacing exercises with Raspberry Pi, then covers Machine to Machine communication with Raspberry by demonstrating protocol conversion and sensor node data aggregation use cases."
Price: 19.99
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| "Speech Processing & Face Detection with Raspberry Pi (IOT)" |
"Very often IOT gateway devices use multimedia capabilities like speech recognition and image processing to provide advanced user interface for end users - like Home automation gateways. This 3rd course for IOT Level 2 covers multimedia capabilities of Raspberry Pi. At the end of this course you will be able to use Raspberry Pi for speech recognition and face detection applications."
Price: 29.99
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| "Building a Smart Mirror with Raspberry Pi and the IOT" |
"In this course we a step by step approach to build a smart mirror using Raspberry Pi. We build a ""Smart Mirror"" using concepts of multi-media, video capture and speech processing. This is a re-purposed computer monitor that can detect your presence, respond to your voice commands and overlay you a host of relevant information besides acting like a regular mirror. This course also covers conceptual details of how such a device works. At the end of this course, you will be able to build a smart mirror using a Raspberry Pi, web camera and display."
Price: 29.99
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| "IOT and the Cloud" |
"In this course, we explore the rapidly evolving field of cloud computing and its relation to IOT. We will examine the different cloud computing models - IaaS, PaaS and SaaS and also looking at cloud offerings from all the leading providers, including Amazon, Google and Microsoft, and learn to design and deploy solutions. At the end of this course you will be able to build a complete IOT cloud application. Sensor data from an IOT device is logged into a time series database, we then build a dashboard to visualize this data. We also build a rules engine to monitor this data and take specific automatic actions when certain preset conditions are triggered."
Price: 39.99
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| "IOT Architecture" |
"This course covers the basic concepts of IOT, along with its roles in making things ""smart"" like smart cities, smart buildings and smart things. This covers the overall IT stack needed to deal with IOT systems including devices, communication, and data. A detailed coverage of the wide variety of communication infrastructure of IOT, protocols and interfaces for interacting with IOT systems. This course also covers a description of the five kinds of analytics - Descriptive, Inferential, Exploratory, Predictive and Prescriptive analytics and a reference model for IOT."
Price: 19.99
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| "KPIs in IOT Analytics" |
"IOT application performances are measured in the form of relevant Key Performance Indicators defined while designing the IOT system. This course covers popular KPIs or goals in IOT analytics problems spanning industries. This course also includes a detailed analysis of anomaly detection in IOT business scenarios. This course concludes with a code walkthrough of a detailed anomaly detection algorithm for a smart environment case study."
Price: 19.99
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| "Human Activity Recognition - IOT Case Study" |
"Human Activity Recognition case Analysis using GUI base Weka tool to demonstrate different analytics techniques - Descriptive, Exploratory & Predictive Analytics. This is an end to end case study of Human Activity Recognition as an IT use case: Descriptive, Exploratory, and Predictive Analytics. Includes a detailed real-life data set, and steps in walking through the different analytics with an analytics tool."
Price: 29.99
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| "IOT Analytics Data Science Life Cycle" |
"This course provides and overview of IOT Data Science Life cycle. It presents a customized view of the popular data science process CRISP-DM as specialized for IOT data. Covers in brief the needs for IOT data as per each stage of the CRISP methodology. This course also provides an overview of tools - Covers a spectrum of tools and techniques for each IOT data science process stage."
Price: 19.99
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| "Data Acquisition for IOT" |
"This course provides an overview of the IOT Ingestion requirements. Covers the wide-ranging needs for IOT data use cases from a data acquisition and ingestion perspective including reliable messaging. It further covers the breadth of product features of various open source and commercial data ingestion frameworks. Includes details of data ingestion capabilities of Apache Kafka. Includes details of data ingestion capabilities of Apache Storm. Coverage of Amazon Kinesis, Apache Flume and Apache Samza frameworks for Data Ingestion."
Price: 19.99
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| "IOT Data Cleaning" |
"This course provides an overview of IOT Data Cleaning, it covers the needs for data cleaning and types of data cleaning as required for IOT data. It provides an in-focus analysis of missing data in IOT streams. It also covers various approaches for Living with missing data via imputing of the missing data. Further, this course covers KNN Based Data Imputation: A focused approach to data imputation for IOT data with K Nearest Neighbour Algorithm. Finally this course concludes with a Demo of the data imputation approach using global mean and median."
Price: 19.99
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| "Descriptive IOT Data Analysis" |
"This course covers basic Descriptive IOT Analytics. It presents a coverage of basic measures of central tendency and measures of dispersion. It covers a code Walkthrough of Basic Descriptive IOT Analytics: basic measures of central tendency and measures of dispersion. Then it moves to Sliding Window Based Descriptive Analytics and also covers a code Walkthrough of Sliding Window Based Descriptive Analytics for IOT data. Further it moves to cover more measures like kurtosis, and correlation across multiple IOT streams including a demo of more measures like kurtosis, and correlation across multiple IOT streams. Finally the course concludes with coverage of feature offered in SQL like language for some Stream processing engines to compute measures of central tendency/dispersion on a window in a stream."
Price: 19.99
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| "Predictive IOT Analytics using IOT Data Classification" |
"This course starts with Inferential Data Analytics for IOT. It covers some broad techniques for handling summaries of data as in IOT data including sampling and sketching. It covers Reservoir Sampling -A popular concise technique for sampling streams of IOT data. And also covers popular hashing and sketching techniques for streaming data including Min-Count Sketching and Reservoir Sampling. The course next moves to Predictive IOT analytics via IOT Data Classification. It deals with Supervised Learning and Classification by covering a brief of classification approaches as used in IOT data. It then moves to a detailed analysis of streaming decision trees-based classification technique for streaming IOT data. Finally the course concludes with a Demo of streaming classification using MOA toolkit."
Price: 29.99
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| "Exploratory IOT Data Analytics via Clustering" |
"Welcome to the course on Exploratory Data Analytics with Clustering for Streaming Data. The course starts with a thorough analysis of clustering needs for streaming IOT data. It then provides a coverage of basics of K-means clustering which is the basis for all cluster analysis. Next it covers a breadth of different clustering algorithms analysed. Finally it concludes with an in-depth analysis of streaming K-Means clustering algorithm."
Price: 19.99
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| "Advanced IOT Data Clustering" |
"In this course, we will be looking at the detailed analysis of clustering algorithms as they apply to data coming from IOT data sources in a streaming manner. Even for non-streaming data, it's a good idea to use clustering as a key exploratory data analysis technique for understanding the data before we get into deeper analytics like predictive analytics. In particular we will also be concerned about the idiosyncrasies or specific requirements for IOT streaming data: Example - Application must be able to work with one pass of the algorithm because we may not store all the data and might have to work with real time data as it comes etc. This course also covers a demo of popular streaming clustering techniques."
Price: 24.99
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| "Advanced IOT Anomaly Detection" |
"In this course, we will explore anomaly detection using a range of algorithms as applicable to the data coming from IOT devices. Anomaly detection, is a complex phenomenon and there have been historically a range of techniques deployed for handling anomalies. Anomaly basically refers to a pattern in data that does not conform to a well-defined notion of a normal behavior or an observation that appears to be inconsistent with the reminder of the data set. Anomaly detection basically then refers to the problem of finding patterns in data that do not match the well-established expected behavior. This course also demonstrates a popular technique using machine learning based classification technique for anomaly detection. Also illustrated is the concept of disproportionate sampling needed for anomaly detection. Demo is provided in R."
Price: 24.99
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| "Complex Event Processing for IOT" |
"In this course, complex event processing will be explored for its basic notions and how it plays an important role in the context of Internet of Things. The goal of complex event processing is to identify meaningful events by combining data from multiple sources and respond to them quickly. Event can be considered as a record of an activity of a sensor in an IOT context like an event generated while monitoring the key health parameter of a machinery when some particular maintenance activity is going on. A detailed analysis of Apache Flink CEP and WS02 CEP capabilities as required for IOT is also covered and a use case of streaming SQL based approach is explored."
Price: 24.99
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