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Projects — Saagar Pateder

spateder.com · published 30 July 2026

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Links from this post

Link
Host
https://docs.google.com/presentation/d/1lUFUzzEz8_ZrRUMwHAjk6rQjb8p91NDepNObr57Bbos/edit?usp=sharing
docs.google.com
https://drive.google.com/drive/folders/1IwWgBsZHNxf8gVSFkEnVHWUr3peATpQI?usp=sharing
drive.google.com
https://fivethirtyeight.com/features/how-our-2015-16-nba-predictions-work/
fivethirtyeight.com
https://multithreaded.stitchfix.com/blog/2016/11/22/nba-rankings/
multithreaded.stitchfix.com
https://www.kaggle.com/nathanlauga/nba-games/version/4
kaggle.com
https://www.sportsbookreviewsonline.com/scoresoddsarchives/nba/nbaoddsarchives.htm
sportsbookreviewsonline.com
http://www.basketball-reference.com
basketball-reference.com
https://www.basketball-reference.com/about/bpm2.html
basketball-reference.com
https://www.sportsbettingdime.com/guides/how-to/the-moneyline-an-essential-guide-for-basketball-bettors/
sportsbettingdime.com
https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm
en.wikipedia.org
http://en.wikipedia.org/wiki/K-means_clustering
en.wikipedia.org
https://machinelearningmastery.com/gentle-introduction-xgboost-applied-machine-learning/
machinelearningmastery.com
https://youtu.be/OtD8wVaFm6E
youtu.be
https://wisostat.uni-koeln.de/sites/statistik/user_upload/NBA_revision.pdf
wisostat.uni-koeln.de
https://en.wikipedia.org/wiki/Kalman_filter
en.wikipedia.org
https://fivethirtyeight.com/features/how-we-calculate-nba-elo-ratings/
fivethirtyeight.com
https://www.youtube.com/watch?v=aircAruvnKk
youtube.com
https://en.wikipedia.org/wiki/Oversampling_and_undersampling_in_data_analysis
en.wikipedia.org
https://en.wikipedia.org/wiki/Kelly_criterion
en.wikipedia.org