Wednesday, March 29, 2023 8pm EST
Hassaan Inayatali
Resources:
https://colab.research.google.com/drive/1e9zAckbAeNOx8hNf7Kuq3NhIINOyyIMl?usp=sharing
UTSPAN Hour #27: Intro to Tableau
Wednesday, March 22, 2023 8pm EST
Bill Nguyen
UTSPAN Hour #26: Panel Data Regression to Project NBA Player Performance
Wednesday, March 15, 2023 8pm EST
Ismail Benchekroun
Resources:
https://colab.research.google.com/drive/1FcRWp3UiRshDK2stzT0u7QXXgdG7uwrB?usp=sharing
https://docs.google.com/presentation/d/185ATJdxkNjShxuB9HFt8KxKGuHFbBR1aqA01WnBDFno/edit#slide=id.p
UTSPAN Hour #25: ELO Ratings in Women’s Tennis
Wednesday, March 8, 2023 8pm EST
Hassaan Inayatali
Resources:
https://colab.research.google.com/drive/12qk8_PVBi-2O5CeTO272x_g4zKF_YNUQ
UTSPAN Hour #24: Vector Embeddings
Wednesday, March 1, 2023 8pm EST
Ethan Baron
Resources:
https://docs.google.com/presentation/d/1F-EP4zfTyAFkJOC6n-IKMYRIQ1YWlOPshK95NQQIW1M/edit#slide=id.p
https://colab.research.google.com/drive/1sCxf_D6lhLC6heHYFE9xxav_5n8pkykZ?usp=sharing
UTSPAN Hour #23: Web Scraping and Data Wrangling in R
Wednesday, February 8th, 2023, 8pm EST
David Awosoga
Resources:
https://colab.research.google.com/drive/1ibgNYo_nKe0ABsrWZBYvyAXgoRuA8oOt?usp=sharing
UTSPAN Hour #22: Reinforcement Learning
Wednesday, February 1st, 2023, 8pm EST
Daniel Hocevar
UTSPAN Hour #21: NHL Draft Valuation
Wednesday, January 25th, 2023, 8pm EST
Hassaan Inayatali
Resources:
https://colab.research.google.com/drive/1v3_FgHoGIPsMhuCoWAwCanKI6T9dgidv#scrollTo=tw9e0r6xCbZ-
UTSPAN Hour #20: Visualizing NBA Shots
Wednesday, January 18th, 2023, 8pm EST
Aaron White
Resources:
https://colab.research.google.com/drive/1a-K1h7u96D4tWBn4cAsmyJhDi_uddFK4#scrollTo=Mu8irflyT-4O
UTSPAN Hour #19: Winter Kickoff Meeting + World Cup Review
Wednesday, January 11th, 2023, 8pm EST
Ethan Baron
Resources:
https://docs.google.com/presentation/d/1cDyXG3LrNk8TpvqYCZplfog1VIkl2fQoyldLjhJR0Gk/edit#slide=id.g427dfcb35c_1_0
https://fivethirtyeight.com/features/how-our-2022-world-cup-predictions-work/
UTSPAN Hour #18: Clustering
Wednesday, November 30th, 2022, 8pm EST
Ethan Baron
Resources:
https://colab.research.google.com/drive/1plJXSXOYpTYncIAU96ZSBM58mLSVJ6ts
UTSPAN Hour #17: Expected Goals
Wednesday, November 16th, 2022, 8pm EST
Aaron White
Resources:
https://docs.google.com/presentation/d/1Wk381kQ7qx3foaKaLADNbcHbOY7WD9QzKDZMOHaIXW8/edit?usp=sharing
https://colab.research.google.com/drive/1zzE5e0HKmwnDA3meG5VdM4B2XZkZAbxa#scrollTo=HNevvyTSNqXW
UTSPAN Hour #16: Neural Networks for Computer Vision
Wednesday, November 2nd, 2022, 8pm EST
Daniel Hocevar
Resources:
https://colab.research.google.com/drive/1CWfrYRrY9a-uFC7A7ZofPwNLXpbg-Et_?usp=sharing
UTSPAN Hour #15: Using Tracking Data to Create Animations
Wednesday, October 26th, 2022, 8pm EST
Hassaan Inayatali
Resources:
https://colab.research.google.com/drive/1CWfrYRrY9a-uFC7A7ZofPwNLXpbg-Et_?usp=sharing
UTSPAN Hour #14: Quick-Start Guide to Soccer Projects
Wednesday, October 19th, 2022, 8pm EST
Ethan Baron
Resources:
https://drive.google.com/file/d/1Fb6IfC4pNILZAzA1CpBONff_243g7QRw/view?usp=sharing
UTSPAN Hour #13: Linear Regression
Wednesday, October 5th, 2022, 8pm EST
Aaron White
Resources
https://docs.google.com/presentation/d/1PR7EVyHo_J8DpEB5C18V6kTkoH7jPbq9RkHwLuirhF4/edit#slide=id.p
https://colab.research.google.com/drive/12or4XzV0st_0KW4ihdKfQvDxDWrGqdo0#scrollTo=9VihxaUJb5ey
UTSPAN Hour #12: Retrieving Data in Python
Wednesday, September 28th, 2022, 8pm EST
Hassaan Inayatali
Resources
https://docs.google.com/presentation/d/1Pu2vIc2pseb6t1AL9wKKn0uxftcxhahWIMXV6gKySJ4/edit#slide=id.p
https://colab.research.google.com/drive/1CmpLm4Od8K-arzpwnEr8uADHhCxzxUjr?usp=sharing
UTSPAN Hour #11: Introduction to Pandas
Wednesday, September 21st, 2022, 8pm EST
Daniel Hocevar
Resources:
https://colab.research.google.com/drive/1qZfMGL_801JUlD1zHd_3ODOsuVZdOzwU?usp=sharing
UTSPAN Hour #10: Analyzing Biomechanical Data with Computer Vision
Thursday, March 24th, 2022, 8pm EST
Daniel Hocevar
Resources:
- NFL Next Gen Stats: https://nextgenstats.nfl.com
- MLB statcast data: https://baseballsavant.mlb.com/visuals
- MLB Pitcher Biomechanics: https://github.com/PitchingBot/PitcherMotion
UTSPAN Hour #9: Applications of Machine Learning in Cycling
Thursday, March 17th, 2022, 8pm EST
Ethan Baron
Resources:
UTSPAN Hour #8: March Madness Bracket: How Odds, Probabilities, and Machine Learning Can Be Used to Predict Game Winners
Thursday, March 10th, 2022, 8pm EST
Colin Conant
Resources:
UTSPAN Hour #7: Mini-Projects Choose Your Own Adventure With WTA Tennis
Thursday, March 3rd, 2022, 8pm EST
Ethan Baron
Resources:
UTSPAN Hour #6: Intro to SQL Using Winter Olympics Data
Monday, Feburary 14th, 2022, 8pm EST
Hassaan Inayatali
Resources:
UTSPAN Hour #5: Super Bowl: How Rating Models and Advanced Statistics Can Be Used to Predict Game Outcomes
Monday, Feburary 7th, 2022, 8pm EST
Colin Colant
UTSPAN Hour #4: Player Valuation in Team Sports
Monday, January 31st, 2022, 8pm EST
Ethan Baron
Resources:
UTSPAN Hour #3: Computer Vision for Sports Analytics
Monday, January 24th, 2022, 8pm EST
Daniel Hocevar
Resources:
UTSPAN Hour #2: Visualizing Basketball Shots
Monday, January 17th, 2022, 8pm EST
Colin Conant
Resources:
UTSPAN Hour #1: How Can I Get Data For Sports Analytics Projects?
Monday, January 10th, 2022, 8pm EST
Hassaan Inayatali
Resources: