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Machine Learning Cookbook With Python at Meripustak

Machine Learning Cookbook With Python by Rehan Guha, BPB Publications

Books from same Author: Rehan Guha

Books from same Publisher: BPB Publications

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  • General Information  
    Author(s)Rehan Guha
    PublisherBPB Publications
    Edition1
    ISBN9789389898002
    Pages264
    BindingPaperback
    LanguageEnglish
    Publish YearNovember 2020

    Description

    BPB Publications Machine Learning Cookbook With Python by Rehan Guha

    Learn how to build a Reactive Application with Ngrx and Angular Key FeaturesLearn how to create your own minimalistic Redux implementation. Get familiar with the working of NgRx Store. Learn how to handle asynchronous events without breaking Redux paradigm using NgRx Effects. Learn how to manage router state using NgRx Router Store. Deal with a list of records using an entity state adapter pattern using NgRx Entity.Description This book will help you learn NgRx in and out. We will start by discussing the fundamental ideas that underpin the design for the centralized store and the need for state management in Angular. We will then learn about the Redux paradigm and the three rules it governs. Along the way we will explore various Redux terminologies in terms of action dispatcher and reducer and will then create our minimalistic version of Redux. We will have a dedicated chapter that paves the way for an Angular application in which we will be integrating NgRx throughout the book. We will also work with Redux Devtools which will be crucial to debugging NgRx. The book also focuses on the creation of the NgRx Store using @ngrx/schematics and hooking it up in the sample Angular application we built previously. Till here the sample Angular application is purely relying on NgRx to read/write the application state except for the router state. Next we will leverage the NgRx Router Store to bring the router state under the radar of NgRx as well so that the entire sample Angular application would be using a single source of truth in terms of NgRx for any application data. Towards the end we will optimize the list of records using a proven entity state adapter pattern via NgRx Entity to interact with such records at the individual level to be efficient and performant. What will you learnLearn the fundamentals of State Management.Learn how NgRx works under the hood and make your Angular applications truly reactive.Learn how to handle asynchronous events with NgRx Effects.Learn how to use record collection using NgRx Entity.Learn advanced Angular application using Angular/Material/NgRx/RxJS/TypeScript.Get acquainted with the knowledge to understand any other state management library. Who this book is forBeginners as well as Experienced Angular developers who want to write sustainable Angular applications over time will benefit from this book. This book is for anyone interested in State Management with NgRx in Angular. Table of Contents 1 Redux Principles for ROCK solid application state 2 Setting up NgRx in Angular 3 NgRx Store 4 NgRx Effects 5 NgRx Router Store 6 NgRx Entity State About the Authors Amit Gharat is a full-stack engineer and open source contributor. He has built many personal projects in AngularJS/Angular and made some of them open source as well such as directives SPAs and chrome extensions. He was fortunate to write AngularJS UI Development and AngularJS Directives in Traction (unpublished) back in 2015 for two of the largest UK based publishers. He has an excessive urge to share his programming experiences in an easy-to-understand language through his blog (http: //amitgharat.wordpress.com). When not programming he enjoys reading science-fiction watching movies and playing games on his brand new Playstation 4 Pro. This is his 3rd book. Your LinkedIn Profile: https: //www.linkedin.com/in/amitgharat/



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