Book Image

Python and Data Science : A Practical Guide [Video]

By : Eduonix Learning Solutions, Michael Mustaine
Book Image

Python and Data Science : A Practical Guide [Video]

By: Eduonix Learning Solutions, Michael Mustaine

Overview of this book

<p>This course is designed to teach you the basics of Python and Data Science in a practical way, so that you can acquire, test, and master your Python skills gradually. <br />You’ll see that you'll learn all these things with Python:</p> <ul> <li>Using Variables &amp; Strings</li> <li>Using Booleans &amp; Logical Operators</li> <li>Using Functions &amp; Packages</li> <li>Using Lists, Tuples and Dictionaries</li> <li>Using For &amp; While Loops</li> <li>Using Panda &amp; Data Frames</li> <li>Doing Data Visualization</li> <li>Scraping Web Data</li> <li>Doing some basic Natural Language Processing (NLP)</li> <li>Basics of Machine Learning &amp; Deep Learning</li> </ul> <p><span style="background-color: transparent;">And much more to come.</span></p> <h1>Stlye and Approach</h1> <p>This course is designed in a practical way to teach you the basics of Python and Data Science. A complete course packed with step-by-step instructions, working examples, and helpful advice. This course is clearly divided into small parts that will help you understand each part individually and help you learn at your own pace.</p>
Table of Contents (15 chapters)
Free Chapter
1
Introduction
10
Basics of Natural Language Processing (NLP)
13
Project #1 - Analyze and visualize data on Kaggle
14
Project #2 - Natural language processing
15
Project #3 - Create a simple support vector machine
Chapter 6
Functions and Packages
Content Locked
Section 6
Writing Out to Files
Functions and Packages: Writing Out to Files