Module 1 Introduction
Unit 1 Course Introduction (1:39)  
Module 2 Scrapy
Unit 1 Module Introduction (1:36)  
Unit 2 Scrapy Introduction (7:42)  
Unit 3 Text Extraction (10:25)  
Unit 4 Scrapy Execution (4:27)  
Unit 5 Scraping with CSS (9:42)  
Unit 6 Another XPath Scrape (8:11)  
Unit 7 Project Instructions (5:03)  
Unit 8 Project Solution (5:35)  
Unit 9 Module Summary (0:39)  
Module 3 Scipy
Unit 1 Module Introduction (1:37)  
Unit 2 Basic Computations (7:56)  
Unit 3 Complex functions (8:23)  
Unit 4 Integrals (11:07)  
Unit 5 Double Integrals (3:13)  
Unit 6 Statistics (10:06)  
Unit 7 Project (Linear Algebra) (8:59)  
Unit 8 Module Summary (1:06)  
Module 4 NumPy
Unit 1 Module Introduction (1:13)  
Unit 2 What is Numpy (3:12)  
Unit 3 Basic Mathematics (6:23)  
Unit 4 Tour of Numpy I (8:02)  
Unit 5 Tour of Numpy II (10:17)  
Unit 6 Matrices (6:56)  
Unit 7 Deviations (3:18)  
Unit 8 Eigen Valuesmp4 (5:18)  
Unit 9 Covariance (9:55)  
Unit 10 Project (Determinants) (9:33)  
Unit 11 Module Summary (1:03)  
Module 5 iPython
Unit 1 Module Introduction (1:05)  
Unit 2 iPython Basics I (7:46)  
Unit 3 iPython Basics II (9:42)  
Unit 4 iPython Basics III (5:44)  
Unit 5 Airplane Factory I (9:57)  
Unit 6 Airplane Factory II (9:52)  
Unit 7 Graphics I (8:10)  
Unit 8 Graphics II (5:23)  
Unit 9 Project I (11:35)  
Unit 10 Project II (5:11)  
Unit 11 Module Summary (0:42)  
Module 6 Simple HTML
Unit 1 Module Introduction  
Unit 2 Simple HTML Parsing I  
Unit 3 Simple HTML Parsing II  
Unit 4 Walking the Tree  
Unit 5 Real Webpage Extraction  
Unit 6 Project  
Unit 7 Module Summary  
Module 7 Course Summary
Unit 1 Full Course Summary  
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