Hack S Machine Learning 2 Books in 1 An Introduction 2020

Textbook in PDF format

Contents :
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Machine Learnini for Beginners
Introduction
The Purpose of This Book
What is Artificial Intelligence?
How is machine learning used?
Recent Advancements in Data Analysis
Introduction to Statistics
Choosing the right kind of model for machine learning
Supervised learning
Classifications
Unsupervised Learning
Neural networks
Reinforcement Learning
Ensemble Modeling
Things you must know for machine learning
Programming Tools
Developing Models
Afterword
Machine Learning Mathematics
Introduction
Introduction to Machine Learning
Machine Learning Algorithms
Neural Network Learning Models
Learning Through Uniform Convergence
Data Science Lifecycle and Technologies
Conclusion