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
2022 Kickoff Meeting
Monday, September 14th, 2022, 8pm EST
Ethan Baron
2022 Big Data Cup
Congratulations to team members Ethan Baron, Daniel Hocevar, Kabir Malik, and Aaron White for winning first place in the undergraduate category of the 2022 Big Data Cup, a hockey datathon hosted by Stathletes and CANSSI!
Their submission, titled “RIPP: Holistic Player Evaluation with Region-Based Isolated Player Performance,” presents a method to evaluate women’s hockey players using play-by-play data.
Check out their talk at https://www.youtube.com/watch?v=QcfcsO8A3k0.
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: