# Python_Tutorials **Repository Path**: mirrors_lepy/Python_Tutorials ## Basic Information - **Project Name**: Python_Tutorials - **Description**: Python tutorials in both Jupyter Notebook and youtube format. - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2020-09-25 - **Last Updated**: 2025-07-02 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README

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](https://medium.com/@GalarnykMichael/python-basics-1-hello-world-and-strings-de0d17857c93) | [1: Hello World and Strings](https://www.youtube.com/watch?v=JqGjkNzzU4s) 2: Simple Math | [2: Simple Math](https://medium.com/@GalarnykMichael/python-basics-2-simple-math-4ac7cc928738) | [2: Simple Math](https://www.youtube.com/watch?v=30ghRykclIU) 3: If Statements | [3: If Statements](https://medium.com/@GalarnykMichael/python-basics-3-if-statements-bcc29c09c710) | [3: If Statements](https://www.youtube.com/watch?v=317X-OQCs0Q) 4: Else Statements | [4: Else Statements](https://medium.com/@GalarnykMichael/python-basics-4-else-statements-7d8618e00afe) | [4: Else Statements](https://www.youtube.com/watch?v=e9ZMSHYwtDM) 5: Elif Statements | [5: Elif Statements](https://medium.com/@GalarnykMichael/python-basics-5-elif-statements-b8950dc71cf9) | [5: Elif Statements](https://www.youtube.com/watch?v=NxBBBPjusyA) 6: Lists and List Manipulation | [6: Lists and List Manipulation](https://medium.com/@GalarnykMichael/python-basics-6-lists-and-list-manipulation-a56be62b1f95) | [6: Lists and List Manipulation](https://www.youtube.com/watch?v=w9I8R3WSVqc) 7: For Loops | [7: For Loops](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsForLoops.ipynb) | [7: For Loops](https://www.youtube.com/watch?v=8fswDyk9UIY) 8: FizzBizz | [8: FizzBizz](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsFizzBuzz.ipynb) | [8: FizzBizz](https://www.youtube.com/watch?v=XR1QFrbPRnw) 9: Tuples + Fibonacci Sequence | [9: Tuples + Fibonacci Sequence](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsTuples.ipynb) | [9: Tuples + Fibonacci Sequence](https://www.youtube.com/watch?v=gUHeaQ0qZaw) 10: Dictionaries + Dictionary Manipulation | [10: Dictionaries + Dictionary Manipulation](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsDictionaries.ipynb) | [10: Dictionaries + Dictionary Manipulation](https://www.youtube.com/watch?v=LlIqrWJaBcQ) 11: Word Count (PunctuationFilter out , Dictionary Manipulation, and Sorting Lists) | [11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsWordCount.ipynb) | [11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)](https://www.youtube.com/watch?v=l_dIleafLZ8) 12: While Loops and Prime Numbers | None | [12: While Loops and Prime Numbers](https://youtu.be/apEjxRmIp0I) 13: Python Sets and Set Theory | [DataCamp Blog](https://www.datacamp.com/community/tutorials/sets-in-python) | Coming Soon Solving System of Equations | [Solving System of Equations](https://medium.com/@GalarnykMichael/solving-system-of-linear-equations-using-python-645ad1904cec#.z6lw1zyw6) | [Solving System of Equations](https://www.youtube.com/watch?v=AqIrdW2-K6k&) Prime Numbers | [Prime Numbers](https://hackernoon.com/prime-numbers-using-python-824ff4b3ea19) | coming soon ## Pandas Domain | Blog Post/IPython Notebook | Youtube Video --- | --- | --- Heatmaps Part 1 | [Heatmaps Part 1](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Request/Heat%20Maps%20using%20Matplotlib%20and%20Seaborn.ipynb) | [Youtube Video](https://www.youtube.com/watch?v=m7uXFyPN2Sk) Heatmaps Part 2 | [Heatmaps Part 2](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Request/Heat%20Maps%20using%20Matplotlib%20and%20Seaborn.ipynb) | [Youtube Video](https://www.youtube.com/watch?v=NHwXkvwSd7E) Time Series Part 1 | [Time Series Data Basics with Pandas Part 1](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/Part1_Time_Series_Data_BasicPlotting.ipynb "Time Series Data Basics with Pandas Part 1") | [Youtube Video](https://www.youtube.com/watch?v=OwnaUVt6VVE) Time Series Part 2 | [Time Series Data Basics with Pandas Part 2](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/Part2_Time_Series_Data_Price_Variation_ShiftingGroupBy.ipynb "Time Series Data Basics with Pandas Part 2") | [Youtube Video](https://www.youtube.com/watch?v=1S5UKLqe-gg) ## Scrapy What is it? | Blog Post | Youtube Video --- | --- | --- Scraping Fundrazr (GoFundMe/Kickstarter like Website) | [Step by Step Instructions](https://medium.com/@GalarnykMichael/using-scrapy-to-build-your-own-dataset-64ea2d7d4673) | [Scraping a Crowdfunding Website](https://www.youtube.com/watch?v=O_j3OTXw2_E) ## Sklearn What is it? | Blog Post/IPython Notebook | Youtube Video --- | --- | --- Linear Regression | [Linear Regression Python (sklearn, numpy, pandas)](https://medium.com/@GalarnykMichael/linear-regression-using-python-b29174c3797a#.vczf85s0s) | [Linear Regression](https://www.youtube.com/watch?v=dSYJVbj4Eew&t=2s) Logistic Regression | [Digits](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_toy_digits.ipynb) / [MNIST](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_MNIST.ipynb) | [Logistic Regression using Python (Sklearn, NumPy, Handwriting Recognition, Matplotlib)](https://www.youtube.com/watch?v=71iXeuKFcQM) k-Nearest Neighbors | August 2018 | August 2018 Principal Component Analysis | [Data Visualization](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/PCA/PCA_Data_Visualization_Iris_Dataset_Blog.ipynb) / [Speed-up Machine Learning Algorithms](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/PCA/PCA_to_Speed-up_Machine_Learning_Algorithms.ipynb) | [PCA using Python](https://www.youtube.com/watch?v=kApPBm1YsqU) Decision Trees and Random Forest | August 2018 | August 2018 ## Spark (Python) Tutorial | IPython Notebook | Youtube Video --- | --- | --- Word Count | [Word Count using PySpark](https://github.com/mGalarnyk/Python_Tutorials/blob/master/PySpark_Basics/PySpark_Part1_Word_Count_Removing_Punctuation_Pride_Prejudice.ipynb) | [Word Count using PySpark](https://www.youtube.com/watch?v=jg7Z8ctKpEs&t=1s) ## Statistics What is it? | Blog Post/Jupyter Notebook | Youtube Video --- | --- | --- 68-95-99.7 rule for a Normal Distribution | [Blog Post](https://medium.com/@GalarnykMichael/understanding-the-68-95-99-7-rule-for-a-normal-distribution-b7b7cbf760c2)/[Jupyter Notebook](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Statistics/normal_Distribution_Area_Under_Curve.ipynb) | Coming Soon ## Other Python Resources What is it? | Repo | Youtube Video --- | --- | --- Course| [Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics") | None Installations (Anaconda, Spark Etc) | [General Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations") | See the link for more installations. ## Contributors FirstName | LastName --- | --- Michael | Galarnyk Submit | Pull Request ## License Anyone may contribute to our project. Submit a pull request or raise an issue.