Learn Edge Analytics – Fundamentals of Edge Analytics: Automated analytics at source using Microsoft Azure

Leverage the power of Microsoft’s Azure IoT Edge Platform to achieve innovation and agilityAbout This Book* Extent cloud intelligence and advanced analytics to create efficient solutions with less time and effort* Fast-paced guide with use cases and real-world examples to learn edge analytics concepts* Learn best practices to get the most out of edge analytics to implement automated analytical computations using Azure IoT EdgeWho This Book Is ForIf you are a data analysts, data architects and data scientists who is interested in learning and practicing advanced automated analytical computations, this book is for you. Get cutting-edge information on edge analytics with comprehensive coverage. Some basic knowledge of data analytics concepts is assumed.What You Will Learn* Understand the approach to data collection, analysis and decision making in Edge Analytics* Study the strategies and best practices followed by industry leaders* Build enterprise level Edge Analytics solutions* Analyse and understand the threats and sources of attacks and come up with ways to mitigate them* Know how security and privacy settings must be architected from the beginning* Get familiar with the fundamentals of auditing and monitoring your infrastructureIn DetailEdge analytics has become a buzzword in the IoT and Data Analytics world. (Needs updation of this sentence)and this book will unravel the mystery around it.This easy-to-understand guide will start by giving you a rundown explaining everything about edge analytics and why it’s gaining momentum. Then it will equip you with the skills to effectively work inside Azure and also use it for data analytics and IoT. You will then be introduced to Microsoft’s Azure IoT Edge Platform and will understand how it provides end to end Edge capability. Furthermore you will take a look at Azure Analytics, include Azure Stream Analytics, to perform real-time monitoring of incoming data and to generate alerts. To remove any vulnerabilities in the overall Edge Analytics architecture, you will go discover ways to overcome security and privacy challenges. Towards the end, you will get familiar with tools that will help you audit and monitor your infrastructure.By the end of this book, you will be able to enable artificial intelligence and advanced analytics at an edge.