Machine Learning: The complete Math Guide to Master Data Science with Python and Developing Artificial Intelligence

 

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Machine Learning: The complete Math Guide to Master Data Science with Python and Developing Artificial Intelligence by Algore, Matt, pdf book , free download

Contents:

PART I

Introduction

What Happens When you Try to Teach a Machine to Do Mathematics?

Logistic Regression

Decision Trees

Naive Bayes

Artificial Neural Networks

Co-Regression Models

Clustering Algorithms

Why Python and Data Science?

Is it Possible to Apply Machine Learning to Aspects of Mathematics?

Can MATLAB in a Computer Do Machine Learning?

Is it Possible to Use MATLAB in a Computer to Do Machine Learning?

How Do You Teach a Computer to Do Machine Learning?

Can You Automate Machine Learning?

Do Computers Ever Make Mistakes?

Who Is to Blame When a Machine Makes a Mistake?

Relation Between Big Data and Machine Learning (ML)

Uses of Machine Learning

Actual Machine Learning Algorithms

PART II

Introduction

Features of Python Programming

Simple Language

Portability

Standard Libraries

Free Open-Sources

Downloading and Installing Python

Python Development and Application

Python Variables

Naming Variables in Python

Types of Data Variables

Int

Char

Bytes

Strings

Python Debugging

About The Book:

Year: 2021

Language: English

Dimensions ‏ : ‎ 8 x 0.69 x 10 inches

File: PDF, 6.11 MB

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Download the book for free: Machine Learning: The complete Math Guide to Master Data Science with Python and Developing Artificial Intelligence