AI Crash Course
A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python
About the Book
Unlock the power of artificial intelligence with top Udemy AI instructor Hadelin de Ponteves.
- 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
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).
Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.
Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.
As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.
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