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Understanding Decision Trees using Python (scikit-learn)https://youtu.be/yi7KsXtaOCo
Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/KMeans/KMeans.ipynb
Videohttps://youtu.be/VfC6xta9PFk?si=DGUGuaRTKoEkCoSC
Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/HierarchicalClustering/HierarchicalClustering.ipynb
Videohttps://youtu.be/PLahk7WczWc?si=OkPjwgY6zmhuVRRJ
Bloghttps://medium.com/distributed-computing-with-ray/how-to-speed-up-scikit-learn-model-training-aaf17e2d1e1
Videohttps://youtu.be/gj4ekRfOB20?si=KaUpt6ufXwVkuPBq
GitHub Repositoryhttps://github.com/mGalarnyk/DSGO_IntroductionScikitLearn
Introduction to Scikit-Learnhttps://www.youtube.com/watch?v=FFKMk6mcJlM&t=4597s
Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/KNN/KNN.ipynb
Videohttps://youtu.be/w6bOBZX-1kY?si=kBd52xkrxiD80gG-
Linear Regression Python (sklearn, numpy, pandas)https://medium.com/@GalarnykMichael/linear-regression-using-python-b29174c3797a#.vczf85s0s
Linear Regressionhttps://www.youtube.com/watch?v=dSYJVbj4Eew&t=2s
Digitshttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_toy_digits.ipynb
MNISThttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_MNIST.ipynb
Titanichttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression.ipynb
Digits and MNIST Datasethttps://www.youtube.com/watch?v=71iXeuKFcQM
Titanichttps://youtu.be/GAiMnImkIZM?si=K1IlLpOQV342kyZL
PCA Using Python: A Tutorialhttps://builtin.com/machine-learning/pca-in-python
PCA using Pythonhttps://www.youtube.com/watch?v=kApPBm1YsqU
Understanding Train Test Split (Scikit-Learn + Python)https://builtin.com/data-science/train-test-split
Train Test Split using Python (Scikit-Learn)https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Train_Test_Split/02_04_Train_Test_Split.ipynb
Train Test Split using Python (Scikit-Learn)https://youtu.be/rCevxk3jeKs
Visualizing Decision Treeshttps://towardsdatascience.com/visualizing-decision-trees-with-python-scikit-learn-graphviz-matplotlib-1c50b4aa68dc
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#spark-python
Word Count using PySparkhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/PySpark_Basics/PySpark_Part1_Word_Count_Removing_Punctuation_Pride_Prejudice.ipynb
Word Count using PySparkhttps://www.youtube.com/watch?v=jg7Z8ctKpEs&t=1s
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#statistics
Blog Posthttps://builtin.com/data-science/empirical-rule
Jupyter Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Statistics/normal_Distribution_Area_Under_Curve.ipynb
Blog Posthttps://builtin.com/data-science/boxplot
Blog Posthttps://towardsdatascience.com/understanding-sampling-with-and-without-replacement-python-7aff8f47ebe4
Jupyter Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Statistics/Sample_With_Replacement/SampleWithReplacement.ipynb
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#synthetic-data
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#visualization
Data Visualization with Matplotlib and Seabornhttps://github.com/mGalarnyk/Python_Tutorials/tree/master/Visualization
Youtube Videohttps://youtu.be/OOLlVlleaN4
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#other-python-resources
Python for Data Visualization LinkedIn Learninghttps://www.linkedin.com/learning/python-for-data-visualization/effectively-present-data-with-python
Free Preview Videohttps://youtu.be/BE8CVGJuftI
General Installationshttps://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#contributors
https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#license
medium.com/@GalarnykMichaelhttps://medium.com/@GalarnykMichael
Readme https://patch-diff.githubusercontent.com/ngupta949/Python_Tutorials_KNN#readme-ov-file
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