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Python Libraries Bundle
Introduction
Course Introduction (1:39)
Scrapy
Module Introduction (1:36)
Scrapy Introduction (7:42)
Text Extraction (10:25)
Scrapy Execution (4:27)
Scraping with CSS (9:42)
Another XPath Scrape (8:11)
Project Instructions (5:03)
Project Solution (5:35)
Module Summary (0:39)
Scipy
Module Introduction (1:37)
Basic Computations (7:56)
Complex functions (8:23)
Integrals (11:07)
Double Integrals (3:13)
Statistics (10:06)
Project (Linear Algebra) (8:59)
Module Summary (1:06)
NumPy
Module Introduction (1:13)
What is Numpy (3:12)
Basic Mathematics (6:23)
Tour of Numpy I (8:02)
Tour of Numpy II (10:17)
Matrices (6:56)
Deviations (3:18)
Eigen Valuesmp4 (5:18)
Covariance (9:55)
Project (Determinants) (9:33)
Module Summary (1:03)
iPython
Module Introduction (1:05)
iPython Basics I (7:46)
iPython Basics II (9:42)
iPython Basics III (5:44)
Airplane Factory I (9:57)
Airplane Factory II (9:52)
Graphics I (8:10)
Graphics II (5:23)
Project I (11:35)
Project II (5:11)
Module Summary (0:42)
Statistics
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