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Python Tutorials

Useful Python Tutorials. Feel free to submit a pull request. Also please subscribe to my youtube channel!

Basics

What is it? Blog Post/IPython Notebook Youtube Video
1: Hello World and Strings 1: Hello World and Strings 1: Hello World and Strings
2: Simple Math 2: Simple Math 2: Simple Math
3: If Statements 3: If Statements 3: If Statements
4: Else Statements 4: Else Statements 4: Else Statements
5: Elif Statements 5: Elif Statements 5: Elif Statements
6: Lists and List Manipulation 6: Lists and List Manipulation 6: Lists and List Manipulation
7: For Loops 7: For Loops 7: For Loops
8: FizzBizz 8: FizzBizz 8: FizzBizz
9: Tuples + Fibonacci Sequence 9: Tuples + Fibonacci Sequence 9: Tuples + Fibonacci Sequence
10: Dictionaries + Dictionary Manipulation 10: Dictionaries + Dictionary Manipulation 10: Dictionaries + Dictionary Manipulation
11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists) 11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists) 11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)
12: While Loops and Prime Numbers Coming Soon 12: While Loops and Prime Numbers
Solving System of Equations Solving System of Equations Solving System of Equations

Pandas

Domain Blog Post/IPython Notebook Youtube Video
Heatmaps Part 1 Heatmaps Part 1 Youtube Video
Heatmaps Part 2 Heatmaps Part 2 Youtube Video
Time Series Part 1 Time Series Data Basics with Pandas Part 1 Youtube Video
Time Series Part 2 Time Series Data Basics with Pandas Part 2 Youtube Video

Scrapy

What is it? Blog Post Youtube Video
Scraping Fundrazr (GoFundMe/Kickstarter like Website) Step by Step Instructions Scraping a Crowdfunding Website

Sklearn

What is it? Blog Post/IPython Notebook Youtube Video
Linear Regression Linear Regression Python (sklearn, numpy, pandas) Linear Regression
Logistic Regression Digits / MNIST Logistic Regression using Python (Sklearn, NumPy, Handwriting Recognition, Matplotlib)
Principal Component Analysis IRIS / MNIST Coming soon
Descision Trees and Random Forest In Progress In Progress

Spark (Python)

Tutorial IPython Notebook Youtube Video
Word Count Word Count using PySpark Word Count using PySpark

Other Python Resources

What is it? Repo Youtube Video
Course Python for Informatics None
Installations (Anaconda, Spark Etc) General Installations See the link for more installations.

Contributors

FirstName LastName Email
Michael Galarnyk [email protected]
Submit Pull Request [email protected]

License

Anyone may contribute to our project. Submit a pull request or raise an issue.

About

Python tutorials in both Jupyter Notebook and youtube format.

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