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The Skymind Wiki eBook: Part 2

Foundational Machine Learning and Deep Learning Algorithms

Introduction to fundamental machine learning and deep learning algorithms. The goal is to give readers an overview of the basic building blocks of modern approaches to AI.

Part 2 of this book is a beginner’s guide to fundamental machine learning and deep learning algorithms. The goal is to give readers an intuition around the basic building blocks of modern approaches to AI. Some concepts are a bit mathematical, but it's not necessary to fully understand the details to gleam its importance.

While many of these algorithms are no longer state-of-the-art, they are still widely used in industry as they provide a solid baseline in which to measure the performance of subsequent approaches.