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⌨️ 0:00:00 Installation and Setup
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Classroom Contents
Learn Python for Data Science - Full Course for Beginners
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- 1 ⌨️ 0:00:00 Installation and Setup
- 2 ⌨️ 0:27:23 Python Basics
- 3 ⌨️ 1:41:41 Introduction to Pandas and Numpy
- 4 ⌨️ 3:26:15 Project #1 - Web Scraping with Pandas
- 5 ⌨️ 4:05:36 Filtering Data
- 6 ⌨️ 5:34:46 Data Extraction
- 7 ⌨️ 7:31:57 Reshaping and Pivoting Dataframes
- 8 ⌨️ 7:50:59 Project #2: Making Data Visualizations
- 9 ⌨️ 8:56:39 GroupBy and Aggregate Function
- 10 ⌨️ 10:07:41 Merging and Concatenating Dataframes
- 11 ⌨️ 11:49:12 Regular Expressions
- 12 ⌨️ 12:45:45 Project #3: Data Cleaning with Pandas
- 13 ⌨️ 14:17:45 Machine Learning with Python
- 14 ⌨️ 14:43:45 Project #4: Text Classification with scikit-learn
