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Python For Data Analytics and Visualization
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Getting Started
Introduction (3:07)
Data and Information (6:33)
Environment Setup (5:42)
NumPy
NumPy Part 1 (15:17)
NumPy Part 2 (21:26)
NumPy Part 3 (19:48)
NumPy Exercise (3:10)
NumPy Exercise Solution (8:14)
Pandas
Pandas Part 1 (22:02)
Pandas Part 2a (18:52)
Pandas Part 2b (11:39)
Pandas Part 3a (17:26)
Pandas Part 3b (16:14)
Pandas Part 4 (17:48)
Pandas Exercise 1 (3:06)
Pandas Exercise 1 Solution (8:42)
Pandas Exercise 2 (3:22)
Pandas Exercise 2 Solution (12:46)
Matplotlib
Matplotlib Part 1 (22:56)
Matplotlib Part 2 (9:45)
Matplotlib Part 3 (12:24)
Matplotlib Exercise (5:13)
Matplotlib Exercise Solution (14:28)
Seaborn
Seaborn Part 1 (14:03)
Seaborn Part 2 (17:48)
Seaborn Part 3 (12:01)
Seaborn Part 4 (12:15)
Seaborn Part 5 (7:46)
Seaborn Part 6 (9:39)
Seaborn Exercise (4:01)
Seaborn Exercise Solution (13:41)
Plotly
Plotly Part 1 (13:17)
Plotly Part 2 (9:35)
Plotly Exercise (2:49)
Plotly Exercise Solution (7:50)
Pandas Exercise 1 Solution
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