AI Crash Course: A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python
$29.97
Description
Book Synopsis: Unlock the power of artificial intelligence with top Udemy AI instructor Hadelin de Ponteves.
Key Features:
- Learn from friendly, plain English explanations and practical activities
- Put ideas into action with 5 hands-on projects that show step-by-step how to build intelligent software
- Use AI to win classic video games and construct a virtual self-driving car
Book Description:
Welcome to the Robot World ... and start building intelligent software now! Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Starting with the basics before easing you into more complicated formulas and notation, AI Crash Course gives you everything you need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming, including Python, TensorFlow, Keras, and PyTorch. AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination.
What you will learn:
- Master the basics of AI without any previous experience
- Build fun projects, including a virtual-self-driving car and a robot warehouse worker
- Use AI to solve real-world business problems
- Learn how to code in Python
- Discover the 5 principles of reinforcement learning
- Create your own AI toolkit
Who this book is for:
If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).
Table of Contents:
- Welcome to the Robot World
- Discover Your AI Toolkit
- Python Fundamentals – Learn How to Code in Python
- AI Foundation Techniques
- Your First AI Model – Beware the Bandits!
- AI for Sales and Advertising – Sell like the Wolf of AI Street
- Welcome to Q-Learning
- AI for Logistics – Robots in a Warehouse
- Going Pro with Artificial Brains – Deep Q-Learning
- AI for Autonomous Vehicles – Build a Self-Driving Car
- AI for Business – Minimize Costs with Deep Q-Learning
- Deep Convolutional Q-Learning
- AI for Games – Become the Master at Snake
- Recap and Conclusion
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Details
Unlock the power of artificial intelligence with the AI Crash Course. This comprehensive and hands-on introduction to machine learning, reinforcement learning, deep learning, and AI will transform your understanding of the subject. Written by renowned AI instructor Hadelin de Ponteves, this book combines friendly, plain English explanations with practical activities to help you master the basics and build intelligent software. With 5 exciting projects that demonstrate step-by-step how to create intelligent software, you'll be equipped to tackle any AI challenge. Don't miss out on this opportunity to level up your AI skills!
If you've been looking for an accessible way to learn AI, look no further than the AI Crash Course. This book is perfect for anyone who wants to add AI to their skillset, regardless of their previous experience. From beginners to experienced programmers, this book welcomes everyone. You don't need data science or machine learning knowledge – just high school-level math basics. With Python as the programming language and popular tools like TensorFlow, Keras, and PyTorch, you'll have everything you need to start building AI systems.
Imagine developing a virtual self-driving car or a robot warehouse worker – these are just a few of the exciting projects you'll get to build with AI Crash Course. By learning the principles of reinforcement learning and deep learning, you'll acquire the skills to solve real-world business problems with AI. Whether it's using AI for sales and advertising, logistics, or autonomous vehicles, this book covers it all. The possibilities are limited only by your imagination.
Join the thousands of people who have already benefited from Hadelin de Ponteves' teaching methods and take your first step towards mastering AI. By the time you finish the AI Crash Course, you'll have a solid foundation in AI, the ability to apply AI to your applications, and the confidence to tackle more advanced projects. Don't wait – start building intelligent software today!
Ready to embark on your AI journey? Get your copy of the AI Crash Course now and unleash your full potential in the world of artificial intelligence. Click here to get started.
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