# Fundamentals of Machine Learning using Python

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- eBook:Fundamentals of Machine Learning using Python
- Author:Euan Russano, Elaine Ferreira Avelino
- Edition:-
- Categories:
- Data:November 1, 2019
- ISBN:177407365X
- ISBN-13:9781774073650
- Language:English
- Pages:290 pages
- Format:PDF

**Book Description**

**Content**

Chapter 2. Computing Things With Python

Chapter 3. A General Outlook on Machine Learning

Chapter 4. Elements of Machine Learning

Chapter 5. Linear Regression With One Variable

Chapter 6. A General Review On Linear Algebra

Chapter 7. Linear Regression With Multiple Inputs/Features

Chapter 8. Classification Using Logistic Regression Model

Chapter 9. Regularization

Chapter 10. Introduction To Neural Networks

Chapter 11. Introduction To Decision Trees and Random Forest

Chapter 12. Principal Component Analysis

Chapter 13. Classification Using K-Nearest Neighbor Algorithm

Chapter 14. Introduction To Kmeans Clustering

Chapter 15. Computing With Tensorflow: Introduction And Basics

Chapter 16. Tensorflow: Activation Functions And Optimization

Chapter 17. Introduction To Natural Language Processing

Chapter 18. Project: Recognize Handwritten Digits Using Neural Networks

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