Grokking Artificial Intelligence Algorithms. Rishal Hurbans

Grokking Artificial Intelligence Algorithms

Grokking-Artificial-Intelligence.pdf
ISBN: 9781617296185 | 392 pages | 10 Mb

Grokking Artificial Intelligence Algorithms
Rishal Hurbans
Page: 392
Format: pdf, ePub, fb2, mobi
ISBN: 9781617296185
Publisher: Manning Publications Company

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Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you’ll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. Summary Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you’ll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you’ll use each algorithm in practice with creative coding exercises—including building a maze puzzle game, performing diamond data analysis, and even exploring drone material optimization. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Artificial intelligence touches every part of our lives. It powers our shopping and TV recommendations; it informs our medical diagnoses. Embracing this new world means mastering the core algorithms at the heart of AI. About the book Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts. All you need is the algebra you remember from high school math class. Explore coding challenges like detecting bank fraud, creating artistic masterpieces, and setting a self-driving car in motion. What's inside Use cases for different AI algorithms Intelligent search for decision making Biologically inspired algorithms Machine learning and neural networks Reinforcement learning to build a better robot About the reader For software developers with high school–level algebra and calculus skills. About the author Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. Table of Contents 1 Intuition of artificial intelligence 2 Search fundamentals 3 Intelligent search 4 Evolutionary algorithms 5 Advanced evolutionary approaches 6 Swarm intelligence: Ants 7 Swarm intelligence: Particles 8 Machine learning 9 Artificial neural networks 10 Reinforcement learning with Q-learning

2 Search Fundamentals - Grokking Artificial Intelligence
Understanding and designing fundamental search algorithms to solve problems. Get Grokking Artificial Intelligence Algorithms. add to cart. 2.1 What is Planning 4 Evolutionary Algorithms - Grokking Artificial Intelligence
The parameters for configuring a genetic algorithm lifecycle based on different scenarios, problems, and data sets. Get Grokking Artificial Intelligence Algorithms. 3 Intelligent Search - Grokking Artificial Intelligence Algorithms
Designing a search algorithm to play a two-player game. Get Grokking Artificial Intelligence Algorithms. add to cart. 3.1 Defining Heuristics – Designing educated Manning | Grokking Machine Learning - Manning Publications
Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from 2 Search Fundamentals · Grokking Artificial Intelligence
The intuition of planning and searching. · Identifying problems suited to be solved using search algorithms. · Representing problem spaces in a way suitable to Grokking Artificial Intelligence Algorithms by Rishal Hurbans
Successful AI is based on a set of core algorithms that form a base of knowledge shared by all data scientists. Grokking Artificial Intelligence Grokking Artificial Intelligence Algorithms by Rishal - WHSmith
Shop for Grokking Artificial Intelligence Algorithms from WHSmith. Thousands of products are available to collect from store or if your order's over £20 we'll ‎Data Futurology - Leadership And Strategy in Artificial
#114 Grokking Artificial Intelligence Algorithms with Rishal Hurbans – Solutions And Strategy in Artificial Intelligence, Machine Learning, Data Science. 7 Swarm intelligence: Particles - Grokking Artificial Intelligence
Understanding the inspiration for particle swarm intelligence algorithms; Understanding and solving optimization problems; Designing and implementing a 2 Search fundamentals - Grokking Artificial - O'Reilly
to be solved using search algorithms Representing problem spaces in a way suitable to be … - Selection from Grokking Artificial Intelligence Algorithms [Book] Grokking Algorithms by Aditya Bhargava | Audiobook | Audible
algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Learning about algorithms doesn't have to be boring! Manning | Grokking Machine Learning - Manning Publications
Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from

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