Skill Up with Python Data Science and Machine Learning Recipes

سرفصل های دوره

Introduction

001. Skill Up with Python Introduction

Lesson 1 Manipulate and Visualize Data in Jupyter

001. Learning objectives

002. 1.1 Get started with Jupyter Notebooks

003. 1.2 Load data into Jupyter

004. 1.3 Manipulate data with Pandas

005. 1.4 Visualize data

Lesson 2 Perform Sentiment Analysis

001. Learning objectives

002. 2.1 Learn about Sentiment Analysis Tools in Python

003. 2.2 Learn the basics of NLTK

004. 2.3 Incorporate Sentiment Analysis into an application

005. 2.4 Analyze with real-world data

Lesson 3 Work with Image Recognition

001. Learning objectives

002. 3.1 Learn about Image Recognition tools in Python

003. 3.2 Learn the basics of OpenCV

004. 3.3 Incorporate image recognition into an application

Lesson 4 Scrape Data from the Internet

001. Learning objectives

002. 4.1 Learn about web-scraping tools in Python

003. 4.2 Learn the basics of the Beautiful Soup Library

004. 4.3 Format and use scraped data

005. 4.4 Modify web-scraping logic for other websites

Summary

001. Skill Up with Python Summary

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تولید کننده: LiveLessons