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README.md

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@@ -19,7 +19,7 @@ What is it? | Blog Post/IPython Notebook | Youtube Video
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12: While Loops and Prime Numbers | None | [12: While Loops and Prime Numbers](https://youtu.be/apEjxRmIp0I)
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13: Python Sets and Set Theory | [Python Sets and Set Theory](https://towardsdatascience.com/python-sets-and-set-theory-2ace093d1607) | [Python Sets and Set Theory](https://youtu.be/hZPNPh5Zg3M)
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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&)
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Prime Numbers | [Prime Numbers](https://hackernoon.com/prime-numbers-using-python-824ff4b3ea19) | coming soon
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Prime Numbers | [Prime Numbers](https://hackernoon.com/prime-numbers-using-python-824ff4b3ea19) | None
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## Finance
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What is it? | Blog Post/IPython Notebook | Youtube Video
@@ -45,10 +45,10 @@ What is it? | Blog Post/IPython Notebook | Youtube Video
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--- | --- | ---
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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)
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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)
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k-Nearest Neighbors | January 2019 | January 2019
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k-Nearest Neighbors | Soon | Soon
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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)
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Decision Trees | November 2018 | November 2018
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Random Forest | January 2019 | January 2019
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Decision Trees | Soon | Soon
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Random Forest | Soon | Soon
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## Spark (Python)
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Tutorial | IPython Notebook | Youtube Video

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