代码拉取完成，页面将自动刷新
Useful Python Tutorials. Feel free to submit a pull request. Also please subscribe to my youtube channel!
| 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 |
| What is it? | Blog Post | Youtube Video |
|---|---|---|
| Scraping Fundrazr (GoFundMe/Kickstarter like Website) | Step by Step Instructions | Scraping a Crowdfunding Website |
| 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) |
| k-Nearest Neighbors | August 2018 | August 2018 |
| Principal Component Analysis | Data Visualization / Speed-up Machine Learning Algorithms | PCA using Python |
| Decision Trees and Random Forest | August 2018 | August 2018 |
| Tutorial | IPython Notebook | Youtube Video |
|---|---|---|
| Word Count | Word Count using PySpark | Word Count using PySpark |
| What is it? | Blog Post/Jupyter Notebook | Youtube Video |
|---|---|---|
| 68-95-99.7 rule for a Normal Distribution | Blog Post/Jupyter Notebook | Coming Soon |
| What is it? | Repo | Youtube Video |
|---|---|---|
| Course | Python for Informatics | None |
| Installations (Anaconda, Spark Etc) | General Installations | See the link for more installations. |
| FirstName | LastName |
|---|---|
| Michael | Galarnyk |
| Submit | Pull Request |
Anyone may contribute to our project. Submit a pull request or raise an issue.
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