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1. Installation and Setup/1. Introduction to the Course.mp4  34 MB
10. Working with Dates and Times/16. More Fun with pd.DateOffset Objects.mp4  31.91 MB
4. DataFrames II/2. Filter a DataFrame Based on A Condition.mp4  27.41 MB
9. Merging, Joining, and Concatenating/7. Outer Joins.mp4  25.94 MB

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Lesson 42. Home & About Page Dynamic Content.mp4  183.24 MB
Lesson 45. Search Form Filtering.mp4  183.14 MB
Lesson 43. Single Listing Page.mp4  162.11 MB
Lesson 41. Pagination, Order & Filter.mp4  161.13 MB
Lesson 62. Server Security.mp4  149.34 MB

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4. Text Extraction.mp4  150.21 MB
7. Another XPath Scrape.mp4  108.82 MB
3. Scrapy Introduction.mp4  85.67 MB
6. Scraping with CSS.mp4  82.25 MB
8. Project Instructions.mp4  65.76 MB

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1. Introduction/7. The Terminal & Linux Commands.mp4  223.5 MB
1. Introduction/8. Python 2 VS Python 3 & Writing Our First Program.mp4  193.68 MB
14. Writing Malware - Backdoors/10. Serialisation - Theory.mp4  164.44 MB
10. Bypassing HTTPS/1. How to Bypass HTTPS.mp4  163.68 MB
7. Writing a DNS Spoofer/1. Intercepting Packets - Creating a Proxy.mp4  155.19 MB

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2.Data Munging/07.Data Loading and Preprocessing.mp4  70.02 MB
1.First Step/06.Scikit-learn Toy Datasets.mp4  50.22 MB
1.First Step/05.Introducing the Jupyter Notebook.mp4  44.37 MB
2.Data Munging/09.Creating NumPy Arrays.mp4  43.11 MB
2.Data Munging/08.Working with Categorical and Text Data.mp4  42.91 MB

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Python in 3 Hours Python Programming for Beginners [720p WEBRip x264]/02 Python Basics/007 INPUT-FUNCTIONS.pdf  183.33 KB
Python in 3 Hours Python Programming for Beginners [720p WEBRip x264]/02 Python Basics/005 VARIABLES-11.pdf  190.33 KB
Python in 3 Hours Python Programming for Beginners [720p WEBRip x264]/05 Functions or Methods/021 Functons.pdf  191.23 KB
Python in 3 Hours Python Programming for Beginners [720p WEBRip x264]/03 Conditional Statements or Selection Statements/011 Condition.pdf  199.01 KB
Python in 3 Hours Python Programming for Beginners [720p WEBRip x264]/04 Iteration Statements/016 Iteration.pdf  208.36 KB

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05 Test Doubles_ Mocks, FAkes and Stubs/54 Example using a Mock.mp4  23.99 MB
06 Test Coverage and Parameterized Tests/67 Using coverage data to add tests to legacy code.mp4  19.94 MB
04 Testable Documentation with Doctest/43 The ELLIPSIS directive_ a wildcard for matching varying output.mp4  18.54 MB
05 Test Doubles_ Mocks, FAkes and Stubs/53 Example using a Fake.mp4  17.38 MB
06 Test Coverage and Parameterized Tests/63 Defining parameterized tests with unittest.mp4  14.85 MB

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01 Get Started/001 Outline and Motivation.mp4  7.19 MB
01 Get Started/002 Where to get the Code and Data.mp4  3.35 MB
01 Get Started/003 All Data is the Same.mp4  5.24 MB
01 Get Started/004 Plug-and-Play.mp4  3.5 MB
02 Bias-Variance Trade-Off/005 Bias-Variance Key Terms.mp4  10.23 MB

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11. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4  186.38 MB
4. Build an Intelligent Tic-Tac-Toe Agent/4. The Value Function and Your First Reinforcement Learning Algorithm.mp4  103.72 MB
5. Markov Decision Proccesses/7. Bellman Examples.mp4  87.12 MB
11. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4  78.32 MB
10. Stock Trading Project with Reinforcement Learning/6. Code pt 2.mp4  65.29 MB

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Google Python misc/BayPIGgies Meeting. Bay Area Python Interest Group.flv  322.51 MB
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Google Python misc/BayPIGgies Monthly Meeting. Python on the OLPC XO Laptop.flv  197.69 MB
Google Python misc/BayPIGgies. Developing a Product in Python.flv  170.08 MB
Google Python misc/BayPIGgies Monthly Meeting. Overview of about Twenty Python Buzzwords.flv  163.87 MB

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1 Unit Testing with Python Basic Example Using unittest/1 Course Overview.mp4  4.8 MB
1 Unit Testing with Python Basic Example Using unittest/10 Arrange Act Assert Cleanup.mp4  9.47 MB
1 Unit Testing with Python Basic Example Using unittest/11 unittest Documentation..mp4  7.84 MB
1 Unit Testing with Python Basic Example Using unittest/12 Module Summary..mp4  1.91 MB
1 Unit Testing with Python Basic Example Using unittest/2 Module Overview.mp4  4.89 MB