Book

Master Data Science with Python

Data Science with Python will help you get comfortable with using the Python environment for data science. You will learn all the libraries that a data scientist uses on a daily basis. By the end of this course, you will be able to take a large raw dataset, clean it, manipulate it, and run machine learning algorithms to obtain results that influence business decisions.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

14h12m

Language

English

About Book

Who Is This Book For?

Data Science with Python is designed for data analysts, data scientists, database engineers, and business analysts who want to move towards using Python and machine learning techniques to analyze data and predict outcomes. Basic knowledge of Python and data analytics will prove beneficial to understand the various concepts explained through this book.

Book content

chapters 14h12m total length

Preface

Introduction to Data Science and Data Preprocessing

Data Visualization

Introduction to Machine Learning via Scikit-Learn

Dimensionality Reduction and Unsupervised Learning

Mastering Structured Data

Decoding Images

Processing Human Language

Tips and Tricks of the Trade

Related Resources

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