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Full Description
Publisher's Note: This edition from 2018 is outdated! A new second edition, completely updated for Python 3.x and its latest libraries, and TensorFlow 2.x, is now available. It features new and more practical examples executed on various platforms like TensorBoard, IBMQ, Google Dialogflow, Quirk, and more.
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 DescriptionArtificial 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, you 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 forArtificial 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.
Contents
Table of Contents
Become an Adaptive Thinker
Think like a Machine
Apply Machine Thinking to a Human Problem
Become an Unconventional Innovator
Manage the Power of Machine Learning and Deep Learning
Don't Get Lost in Techniques - Focus on Optimizing Your Solutions
When and How to Use Artificial Intelligence
Revolutions Designed for Some Corporations and Disruptive Innovations for Small to Large Companies
Getting Your Neurons to Work
Applying Biomimicking to Artificial Intelligence
Conceptual Representation Learning
Automated Planning and Scheduling
AI and the Internet of Things (IoT)
Optimizing Blockchains with AI
Cognitive NLP Chatbots
Improve the Emotional Intelligence Deficiencies of Chatbots
Quantum Computers That Think
Appendix - Answers to the Questions
