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Title: GitHub - UsmanHWU/Python_Tutorials: Python tutorials in both Jupyter Notebook and youtube format.

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Description: Python tutorials in both Jupyter Notebook and youtube format. - GitHub - UsmanHWU/Python_Tutorials: Python tutorials in both Jupyter Notebook and youtube format.

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https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#basics
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1: Hello World and Stringshttps://www.youtube.com/watch?v=JqGjkNzzU4s
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Python Sets and Set Theoryhttps://towardsdatascience.com/python-sets-and-set-theory-2ace093d1607
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https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#finance
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https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#natural-language-processing
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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
Bloghttps://towardsdatascience.com/understanding-random-forest-using-python-scikit-learn/
Notebookhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/CART/Random_Forest/RandomForestUsingPython.ipynb
Understanding Random Forests using Python (scikit-learn)https://youtu.be/R9tJeEgHyeo?si=PJVymdZ55WAoxIhG
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/UsmanHWU/Python_Tutorials#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/UsmanHWU/Python_Tutorials#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/UsmanHWU/Python_Tutorials#synthetic-data
Videohttps://youtu.be/PIzDYbATawY
Videohttps://youtu.be/bX28Pt8OsR8
https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#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/UsmanHWU/Python_Tutorials#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/UsmanHWU/Python_Tutorials#contributors
https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#license
medium.com/@GalarnykMichaelhttps://medium.com/@GalarnykMichael
Readme https://patch-diff.githubusercontent.com/UsmanHWU/Python_Tutorials#readme-ov-file
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