Artificial Intelligence By Example

Artificial Intelligence By Example: Develop machine intelligence from scratch using real artificial intelligence use cases

Be an adaptive thinker that leads the way to Artificial Intelligence

Key Features

• AI-based examples to guide you in designing and implementing machine intelligence
• Develop your own method for future AI solutions
• Acquire advanced AI, machine learning, and deep learning design skills

Book Description

Artificial intelligence has the potential to replicate humans in every field. Artificial Intelligence By Example serves as a starting point for you to understand how AI is built, with the help of intriguing examples and case studies.

Artificial Intelligence By Example will make you an adaptive thinker and help you apply concepts to real-life scenarios. Using some of the most interesting AI examples, right from a simple chess engine to a cognitive chatbot, you will learn how to tackle the machine you are competing with. You will study some of the most advanced machine learning models, understand how to apply AI to blockchain and IoT, and develop emotional quotient in chatbots using neural networks.

You will move on to designing AI solutions in a simple manner rather than get confused by complex architectures and techniques. This comprehensive guide will be a starter kit for you to develop AI applications on your own.

By the end of this book, will have understood the fundamentals of AI and worked through a number of case studies that will help you develop your business vision.

What you will learn

• Use adaptive thinking to solve real-life AI case studies
• Rise beyond being a modern-day factory code worker
• Acquire advanced AI, machine learning, and deep learning designing skills
• Learn about cognitive NLP chatbots, quantum computing, and IoT and blockchain technology
• Understand future AI solutions and adapt quickly to them
• Develop out-of-the-box thinking to face any challenge the market presents

Who This Book Is For

Artificial Intelligence by Example is a simple, explanatory, and descriptive guide for junior developers, experienced developers, technology consultants, and those interested in AI who want to understand the fundamentals of Artificial Intelligence and implement it practically by devising smart solutions. Prior experience with Python and statistical knowledge is essential to make the most out of this book.

Table of Contents

Chapter 1 Become an Adaptive Thinker
Chapter 2 Think Like a Machine
Chapter 3 Apply Machine Thinking to a Human Problem
Chapter 4 Become an Unconventional Innovator
Chapter 5 Manage the Power of Machine Learning and Deep Learning
Chapter 6 Don’t Get Lost in Techniques – Focus on Optimizing Your Solutions
Chapter 7 When and How to Use Artificial Intelligence
Chapter 8 Revolutions Designed for Some Corporations and Disruptive Innovations for Small to Large Companies
Chapter 9 Getting Your Neurons to Work
Chapter 10 Applying Biomimicking to Artificial Intelligence
Chapter 11 Conceptual Representation Learning
Chapter 12 Automated Planning and Scheduling
Chapter 13 AI and the Internet of Things (IoT)
Chapter 14 Optimizing Blockchains with AI
Chapter 15 Cognitive NLP Chatbots
Chapter 16 Improve the Emotional Intelligence Deficiencies of Chatbots
Chapter 17 Quantum Computers That Think
Appendix – Answers to the Questions