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Angular and Deep Learning Pocket Primer
Angular and Deep Learning Pocket Primer

Angular and Deep Learning Pocket Primer: A Comprehensive Guide to AI and Expert Systems for Professionals

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Profile Icon Mercury Learning and Information Profile Icon Oswald Campesato
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AU$14.99 AU$55.99
eBook Jul 2024 358 pages 1st Edition
eBook
AU$14.99 AU$55.99
Arrow left icon
Profile Icon Mercury Learning and Information Profile Icon Oswald Campesato
Arrow right icon
AU$14.99 AU$55.99
eBook Jul 2024 358 pages 1st Edition
eBook
AU$14.99 AU$55.99
eBook
AU$14.99 AU$55.99

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Key benefits

  • Comprehensive coverage of AI and expert systems from basics to advanced topics
  • Practical examples and detailed explanations for hands-on learning
  • Logical progression of chapters to build a solid understanding

Description

As part of the Pocket Primer series, this book introduces basic deep learning concepts and integrates them into Angular 10 applications. It offers a fast-paced introduction to deep learning features and popular classifiers. Covering Angular 10 functionality, deep learning concepts, and key classification algorithms, the book includes code samples and figures. Topics such as TensorFlow and Keras are also explored. The book begins with an introduction to AI and its applications, followed by state space search and heuristic search strategies. You will delve into expert systems, their development life cycle, knowledge acquisition, and representation. These topics lead to a deeper understanding of neural networks, the learning process, and fuzzy logic systems, ensuring a comprehensive grasp of AI and deep learning principles. Understanding these concepts is essential for developing sophisticated AI applications and enhancing Angular 10 projects. This book transitions you from a novice to a proficient developer, equipped with practical skills and knowledge. Advanced topics like fuzzy expert systems and logic programming are covered, culminating in advanced Prolog. Companion files with source code and color figures enhance the learning experience, making this book an invaluable resource for integrating deep learning with Angular 10.

Who is this book for?

This book is ideal for software engineers, data scientists, and IT professionals seeking to deepen their understanding of AI and expert systems. Readers should have a basic understanding of programming and computer science principles. Prior experience with AI or machine learning concepts is beneficial but not required.

What you will learn

  • Understand the foundational concepts of AI
  • Apply heuristic search strategies effectively
  • Develop and implement expert systems
  • Utilize neural networks for machine learning
  • Leverage fuzzy logic in decision-making
  • Master programming in Prolog

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 22, 2024
Length: 358 pages
Edition : 1st
Language : English
ISBN-13 : 9781836640929
Category :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
OR
Modal Close icon
Payment Processing...
tick Completed

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Product Details

Publication date : Jul 22, 2024
Length: 358 pages
Edition : 1st
Language : English
ISBN-13 : 9781836640929
Category :

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Table of Contents

7 Chapters
1 Quick Introduction to Angular Chevron down icon Chevron up icon
2 UI Controls, User Input, and Pipes Chevron down icon Chevron up icon
3 Forms and Services Chevron down icon Chevron up icon
4 Deep Learning Introduction Chevron down icon Chevron up icon
5 Deep Learning: RNNs and LSTMs Chevron down icon Chevron up icon
6 Angular and Tensorflow.JS Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
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