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Artículo: AMZ-1838645357
AI Crash Course: A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python
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Paperback
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En stock
En stock
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0.62 kg
0.62 kg
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Sí
Sí
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Nuevo
Nuevo
Producto de
Amazon
Amazon
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USA
USA
Sobre este producto
- This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background.Key FeaturesRoll up your sleeves and start programming AI modelsNo math, data science, or machine learning background requiredPacked with hands-on examples, illustrations, and clear step-by-step instructions5 hands-on working projects put ideas into action and show step-by-step how to build intelligent softwareBook DescriptionAI is changing the world - and with this book, anyone can start building intelligent software!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. Taking a graduated approach that starts with the basics before easing readers into more complicated formulas and notation, Hadelin helps you understand what you really 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:Google ColabPythonTensorFlowKerasPyTorchAI 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 learnMaster the key skills of deep learning, reinforcement learning, and deep reinforcement learningUnderstand Q-learning and deep Q-learningLearn from friendly, plain English explanations and practical activitiesBuild fun projects, including a virtual-self-driving carUse AI to solve real-world business problems and win classic video gamesBuild an intelligent, virtual robot warehouse workerWho this book is forIf 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 ContentsWelcome to the Robot WorldDiscover Your AI ToolkitPython Fundamentals - Learn How to Code in PythonAI Foundation TechniquesYour First AI Model - Beware the Bandits!AI for Sales and Advertising - Sell like the Wolf of AI StreetWelcome to Q-LearningAI for Logistics - Robots in a WarehouseGoing Pro with Artificial Brains - Deep Q-LearningAI for Autonomous Vehicles - Build a Self-Driving CarAI for Business - Minimize Costs with Deep Q-LearningDeep Convolutional Q-LearningAI for Games - Become the Master at SnakeRecap and Conclusion
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