Book

Artificial Intelligence By Example

Artificial Intelligence (AI) gets your system to think smart and learn intelligently. This book is packed with some of the smartest trending examples with which you will learn the fundamentals of AI. By the end, you will have acquired the basics of AI by practically applying the examples in this book.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

19h16m

Language

English

About Book

Who Is This Book For?

Developers and those interested in AI, who want to understand the fundamentals of Artificial Intelligence and implement them practically. Prior experience with Python programming and statistical knowledge is essential to make the most out of this book.

Book content

chapters • 19h16m total length

Getting Started with Next-Generation Artificial Intelligence through Reinforcement Learning

Building a Reward Matrix – Designing Your Datasets

Machine Intelligence – Evaluation Functions and Numerical Convergence

Optimizing Your Solutions with K-Means Clustering

How to Use Decision Trees to Enhance K-Means Clustering

Innovating AI with Google Translate

Optimizing Blockchains with Naive Bayes

Solving the XOR Problem with a Feedforward Neural Network

Abstract Image Classification with Convolutional Neural Networks (CNN)

Conceptual Representation Learning

Combining Reinforcement Learning and Deep Learning

AI and the Internet of Things (IoT)

Visualizing Networks with TensorFlow 2.x and TensorBoard

Preparing the Input of Chatbots with Restricted Boltzmann Machines (RBMs) and Principal Component Analysis (PCA)

Setting Up a Cognitive NLP UI/CUI Chatbot

Improving the Emotional Intelligence Deficiencies of Chatbots

Genetic Algorithms in Hybrid Neural Networks

Neuromorphic Computing

Quantum Computing

Appendix - Answers to the Questions

Related Resources

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