Python and Data Science : A Practical Guide [Video]

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Python and Data Science : A Practical Guide [Video]

Eduonix, Michael Mustaine
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Learn Data Science and Python to do Web Scraping, Data Analysis, Data Visualization, Machine Learning, Deep Learning...
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Video Details

ISBN 13 9781838553012
Course Length 13 hours 9 minutes

Table of Contents

Introduction
Project #1 - Analyze and visualize data on Kaggle
Project #2 - Natural language processing
Project #3 - Create a simple support vector machine

Video Description

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.
You’ll see that you'll learn all these things with Python:

  • Using Variables & Strings
  • Using Booleans & Logical Operators
  • Using Functions & Packages
  • Using Lists, Tuples and Dictionaries
  • Using For & While Loops
  • Using Panda & Data Frames
  • Doing Data Visualization
  • Scraping Web Data
  • Doing some basic Natural Language Processing (NLP)
  • Basics of Machine Learning & Deep Learning

And much more to come.

Stlye and Approach

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.

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What You Will Learn

  • How to set up your Python environment
  • How to manipulate String & Variables with Python
  • How to use Booleans & Logical Operators with Python
  • How to use Functions & Packages with Python
  • How to use Pandas & Data Frames with Python
  • How to perform Data Visualization with Python
  • How to do Web Scraping with Python
  • The Basics of Natural Language Processing (NLP)
  • The Basics of Deep Learning & Reinforcement Learning

Authors

Table of Contents

Introduction
Project #1 - Analyze and visualize data on Kaggle
Project #2 - Natural language processing
Project #3 - Create a simple support vector machine

Video Details

ISBN 139781838553012
Course Length13 hours 9 minutes
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