Ebook: Mastering Python for Data Science

Author: Madhavan Samir

06.02.2024

Explore the world of data science through Python and learn how to make sense of data

About This Book

Master data science methods using Python and its libraries

Create data visualizations and mine for patterns

Advanced techniques for the four fundamentals of Data Science with Python - data mining, data analysis, data visualization, and machine learning

Who This Book Is For

If you are a Python developer who wants to master the world of data science then this book is for you. Some knowledge of data science is assumed.

What You Will Learn

Manage data and perform linear algebra in Python

Derive inferences from the analysis by performing inferential statistics

Solve data science problems in Python

Create high-end visualizations using Python

Evaluate and apply the linear regression technique to estimate the relationships among variables.

Build recommendation engines with the various collaborative filtering algorithms

Apply the ensemble...

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