Skill Up with Python Data Science and Machine Learning Recipes

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Introduction

001. Skill Up with Python Introduction.mp4

02:53

Lesson 1 Manipulate and Visualize Data in Jupyter

001. Learning objectives.mp4

00:50

002. 1.1 Get started with Jupyter Notebooks.mp4

12:28

003. 1.2 Load data into Jupyter.mp4

11:15

004. 1.3 Manipulate data with Pandas.mp4

10:28

005. 1.4 Visualize data.mp4

13:20

Lesson 2 Perform Sentiment Analysis

001. Learning objectives.mp4

00:53

002. 2.1 Learn about Sentiment Analysis Tools in Python.mp4

03:30

003. 2.2 Learn the basics of NLTK.mp4

09:10

004. 2.3 Incorporate Sentiment Analysis into an application.mp4

11:59

005. 2.4 Analyze with real-world data.mp4

14:59

Lesson 3 Work with Image Recognition

001. Learning objectives.mp4

00:56

002. 3.1 Learn about Image Recognition tools in Python.mp4

02:00

003. 3.2 Learn the basics of OpenCV.mp4

08:34

004. 3.3 Incorporate image recognition into an application.mp4

07:45

Lesson 4 Scrape Data from the Internet

001. Learning objectives.mp4

00:56

002. 4.1 Learn about web-scraping tools in Python.mp4

04:56

003. 4.2 Learn the basics of the Beautiful Soup Library.mp4

06:37

004. 4.3 Format and use scraped data.mp4

07:47

005. 4.4 Modify web-scraping logic for other websites.mp4

08:53

Summary

001. Skill Up with Python Summary.mp4

01:12

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