Description
Grokking AI Algorithms, Second Edition, Video Edition is a course on the fundamental algorithms and techniques used in modern artificial intelligence systems, published by Oreillly Online Academy. This course is a practical introduction to the fundamental algorithms and techniques that power modern artificial intelligence systems. Based on Grokking AI Algorithms, Second Edition, this video course is designed for developers, data scientists, students, and AI enthusiasts who want to understand AI concepts through intuitive explanations and practical implementations. Individuals will explore supervised and unsupervised learning, neural networks, decision trees, clustering, recommender systems, reinforcement learning, natural language processing, and the principles of deep learning.
Artificial intelligence algorithms are the backbone of search and optimization, deep learning, reinforcement learning, and of course, generative AI. Groking’s Artificial Intelligence Algorithms, Second Edition, introduces the most important AI algorithms using relevant illustrations, interesting examples, and thought-provoking exercises. Written in plain language and with plenty of visual references and practical code examples, this book helps you develop a natural intuition for how intelligent systems learn, program, and adapt. You’ll learn how to understand problem types, map real-world tasks to those problems, and how to design and implement the right algorithm—all accompanied by clear visual examples, pseudocode, and learning-oriented examples.
What you will learn in Grokking AI Algorithms, Second Edition, Video Edition:
- How to choose the right algorithm for any AI problem
- Learn the principles of search (the foundation of modern AI)
- Build intelligent agents to solve puzzles
- Find solutions using evolutionary theory and genetic algorithms
- Make predictions with neural networks
- Understand how AI gets better with reinforcement learning
- Build an LLM pipeline and image propagation model from scratch
- And…
Course specifications
Publisher: Oreilly
Instructors: Rishal Hurbans
Language: English
Level: Intermediate
Number of Lessons: 12
Duration: 10 hours and 46 minutes
Course topics
Grokking AI Algorithms, Second Edition, Video Edition Prerequisites
None
Pictures
Grokking AI Algorithms, Second Edition, Video Edition introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
1.9 GB