Python Machine Learning: Algorithm Design & Practical Code Execution

If you want to discover how to use Python for Machine Learning, this book is for you!

This book will teach you how to pick the right tool for solving problems you just encountered! You will also discover how to solve a problem according to the data that you are using, based on different learning styles, characteristics or requirements using Python.

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In this book you will discover:

Platforms and Libraries

Regression & Linear Regression

Polynomial Regression & Lasso Regression

Ridge Regression & Perceptron Regression

Classification Algorithms & Logistic Regression

Naive Bayes & Support Vector Machines

K Nearest Neighbors

Decision Trees and Random Forests

Neural Networks

Convolutional Neural Networks

Dimensionality Reduction & Linear Discriminant Analysis

T Distributed Stochastic Neighbor Embedding

Clustering Algorithms & K Means

Gaussian Mixtures & Hierarchical Clustering

Affinity Propagation & Other Machine Learning Algorithms

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© 2023 PublishDrive (Audiobook): 9781839381898

Data wydania

Audiobook: 18 stycznia 2023