The Applied Artificial Intelligence Workshop
The Applied Artificial Intelligence Workshop teaches you the ins and outs of machine learning and neural networks from the ground up, using real-world examples. You'll learn to develop AI and ML models using Python, starting with using the minmax algorithm and alpha-beta pruning to create your first game, and ending with classifying images using neural networks.
Offered by
Difficulty Level
Intermediate
Completion Time
14h
Language
English
About Book
Who Is This Book For?
The Applied Artificial Intelligence Workshop is designed for software developers and data scientists who want to enrich their projects with machine learning. Although you do not need any prior experience in AI, it is recommended that you have knowledge of high school-level mathematics and at least one programming language, preferably Python. Although this is a beginner’s book, experienced students and programmers can improve their Python skills by implementing the practical applications given in this book.
The Applied Artificial Intelligence Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 14h total length
Introduction to Artificial Intelligence
An Introduction to Regression
An Introduction to Classification
An Introduction to Decision Trees
Artificial Intelligence: Clustering
Neural Networks and Deep Learning
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