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Title: GitHub - TrippleA001/Python_Tutorials: Python tutorials in both Jupyter Notebook and youtube format. · GitHub

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https://github.com/TrippleA001/Python_Tutorials#apis
Blog Posthttps://towardsdatascience.com/using-the-fitbit-web-api-with-python-f29f119621ea
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https://github.com/TrippleA001/Python_Tutorials#basics
1: Hello World and Stringshttps://medium.com/@GalarnykMichael/python-basics-1-hello-world-and-strings-de0d17857c93
1: Hello World and Stringshttps://www.youtube.com/watch?v=JqGjkNzzU4s
2: Simple Mathhttps://medium.com/@GalarnykMichael/python-basics-2-simple-math-4ac7cc928738
2: Simple Mathhttps://www.youtube.com/watch?v=30ghRykclIU
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3: If Statementshttps://www.youtube.com/watch?v=317X-OQCs0Q
4: Else Statementshttps://medium.com/@GalarnykMichael/python-basics-4-else-statements-7d8618e00afe
4: Else Statementshttps://www.youtube.com/watch?v=e9ZMSHYwtDM
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5: Elif Statementshttps://www.youtube.com/watch?v=NxBBBPjusyA
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6: Lists and List Manipulationhttps://www.youtube.com/watch?v=w9I8R3WSVqc
7: For Loopshttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsForLoops.ipynb
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10: Dictionaries + Dictionary Manipulationhttps://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsDictionaries.ipynb
10: Dictionaries + Dictionary Manipulationhttps://www.youtube.com/watch?v=LlIqrWJaBcQ
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 Numbershttps://youtu.be/apEjxRmIp0I
Python Sets and Set Theoryhttps://towardsdatascience.com/python-sets-and-set-theory-2ace093d1607
Python Sets and Set Theoryhttps://youtu.be/hZPNPh5Zg3M
Using Python to Detect Anagramshttps://medium.com/@GalarnykMichael/using-python-to-detect-anagrams-a002ddedb4cb
Prime Numbershttps://medium.com/@GalarnykMichael/prime-numbers-using-python-824ff4b3ea19
Solving System of Equationshttps://medium.com/@GalarnykMichael/solving-system-of-linear-equations-using-python-645ad1904cec#.z6lw1zyw6
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https://github.com/TrippleA001/Python_Tutorials#finance
Understanding Car Loans with Pythonhttps://towardsdatascience.com/the-cost-of-financing-a-new-car-car-loans-c00997f1aee
https://github.com/TrippleA001/Python_Tutorials#gradient-boosting
Speed Up XGBoost Model Traininghttps://www.anyscale.com/blog/how-to-speed-up-xgboost-model-training
https://github.com/TrippleA001/Python_Tutorials#natural-language-processing
https://github.com/TrippleA001/Python_Tutorials#pandas
Understanding Boxplotshttps://builtin.com/data-science/boxplot
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How to Speed Up Pandas with Modinhttps://medium.com/distributed-computing-with-ray/how-to-speed-up-pandas-with-modin-84aa6a87bcdb
Time Series Data Basics with Pandas Part 1https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/Part1_Time_Series_Data_BasicPlotting.ipynb
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https://github.com/TrippleA001/Python_Tutorials#pytorch
Blog Posthttps://medium.com/pytorch/getting-started-with-distributed-machine-learning-with-pytorch-and-ray-fd83c98fdead
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https://github.com/TrippleA001/Python_Tutorials#reinforcement-learning
Blog Posthttps://towardsdatascience.com/an-introduction-to-reinforcement-learning-with-openai-gym-rllib-and-google-colab-48fc1ddfb889
https://github.com/TrippleA001/Python_Tutorials#scrapy
Step by Step Instructionshttps://medium.com/@GalarnykMichael/using-scrapy-to-build-your-own-dataset-64ea2d7d4673
Scraping a Crowdfunding Websitehttps://www.youtube.com/watch?v=O_j3OTXw2_E
https://github.com/TrippleA001/Python_Tutorials#sklearn-scikit-learn
Decision Trees (Classification)https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952
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PCA Using Python: A Tutorialhttps://builtin.com/machine-learning/pca-in-python
PCA using Pythonhttps://www.youtube.com/watch?v=kApPBm1YsqU
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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://github.com/TrippleA001/Python_Tutorials#spark-python
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Word Count using PySparkhttps://www.youtube.com/watch?v=jg7Z8ctKpEs&t=1s
https://github.com/TrippleA001/Python_Tutorials#statistics
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Blog Posthttps://towardsdatascience.com/understanding-sampling-with-and-without-replacement-python-7aff8f47ebe4
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