From Data to Intelligence: An Introduction by Manfred Füllsack (.PDF)+
File Size: 10 MB
From Data to Intelligence: An Introduction to Machine Learning and Artificial Intelligence by Manfred Füllsack
Requirements: .ePUB, .PDF reader, 10 MB
Overview: This book introduces and explains essential prerequisites for understanding, applying, researching, and further developing the tools currently debated under the terms Machine Learning (ML) and Artificial Intelligence (AI). It strives to be an introductory and comprehensive guide for readers with little prior knowledge, while also offering deeper insights for those interested in advanced aspects and methods beyond the core of the research thread. Overall, this book is intended for anyone seeking a comprehensive understanding of the methods and computer-based applications underlying AI-technology. While digital literacy is beneficial, it is not a prerequisite for understanding the content. Reinforcement Learning (RL) is a widely applied Machine Learning method that in its basics is simple and easy to understand, but in its more advanced variants is a very powerful and flexible method for Artificial Intelligence research. The objective of RL is simply to automatically generate a model, which tells an agent what action to take under what circumstances. Examples in Python.
Genre: Non-Fiction > Tech & Devices
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