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AI Crash Course: A fun and hands-on introduction to reinforcement learning, deep learning, and artificial intelligence with Python de Hadelin de Ponteves

Descripción - Críticas 'Packed with hands-on cutting-edge AI technology and many real-world practical applications, Hadelin's book is a must-have for AI and Data Science practitioners aiming to be on top of their game.' --Kirill Eremenko, CEO of SuperDataScience'AI Crash Course has very detailed concepts and is very easy to digest for a wide audience. The examples it provides are clear and practical as well. It's definitely a must-read for any AI enthusiast trying to break into this field.' --Randy Lao, Founder & CEO at CloudML, Data Science Instructor and Influencer'A wonderful book [that] explains principles lucidly [in a way] that will keep you glued to it. I read it with great pleasure, and I urge you to read it as well!' --Tarry Singh, Chairman & CEO at deepkapha.ai, AI Influencer Reseña del editor This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background. Key Features Roll up your sleeves and start programming AI models No math, data science, or machine learning background required Packed with hands-on examples, illustrations, and clear step-by-step instructions 5 hands-on working projects put ideas into action and show step-by-step how to build intelligent software Book Description AI 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 Colab Python TensorFlow Keras 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 key skills of deep learning, reinforcement learning, and deep reinforcement learning Understand Q-learning and deep Q-learning Learn from friendly, plain English explanations and practical activities Build fun projects, including a virtual-self-driving car Use AI to solve real-world business problems and win classic video games Build an intelligent, virtual robot warehouse worker 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 Biografía del autor Hadelin de Ponteves is the co-founder and director of technology at BlueLife AI, which leverages the power of cutting-edge Artificial Intelligence to empower businesses to make massive profits by optimizing processes, maximizing efficiency, and increasing profitability. Hadelin is also an online entrepreneur who has created 50+ top-rated educational e-courses on topics such as machine learning, deep learning, artificial intelligence, and blockchain, which have reached over 700,000 subscribers in 204 countries.

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Detalles del Libro

• Name: AI Crash Course: A fun and hands-on introduction to reinforcement learning, deep learning, and artificial intelligence with Python
  
• Autor: Hadelin de Ponteves
  
• Categoria: Libros,Libros universitarios y de estudios superiores,Ciencias informáticas
  
• Tamaño del archivo: 12 MB
  
• Tipos de archivo: PDF Document
  
• Idioma: Español
  
• Archivos de estado: AVAILABLE
  

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