AI vs. March Madness: Predictions for the ULTIMATE Bracket
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Місяць томуAI predicts all 2024 NCAA Tournament games and unveils the winner using Tensorflow, known for powering machine learning models for many applications you use everyday. Make your NCAA College Basketball Tournament Bracket picks with artificial intelligence.
#MarchMadness #MarchMadness2024 #bracket #machinelearning #bracketology #ai #collegebasketball
Data for the project came from: barttorvik.com/
@DataRift Місяць тому
Updates: Rounds 1 & 2: Not bad in Round 1. Much better in Round 2. Going into Sweet 16 with 13/16 teams. Still could be pretty good... Sweet 16: RIP bracket... UConn still going strong :D Championship: UCONN! Not the prettiest bracket but still better than most!
@Merten5 Місяць тому
Can you share more of the model details? I hate using models without something of than we scraped and machine learning and results....
@DataRift Місяць тому
Sure! It was built in Google Colab & utilized Tensorflow. Trained on regular season data back to 2008 from barttorvik.com. Numerically categorized previous tournament finishes, and that's the variable that was used to predict this year's bracket.
@Merten5 Місяць тому
@@DataRift is it a black box to you, or do you have weights and such?
@DataRift Місяць тому
@@Merten5 I ran both multi-variable regression & DNN models. Did a very quick normalization of the inputs... that said: for the regression, seed & Bart's power rating were the biggest weights, followed by adjusted defensive efficiency & effective field goal %... the DNN model had similar error to that model
@mahi_mahi_7489 Місяць тому
great vid wish i saw this before the tourney started
@DataRift Місяць тому
Thank you!
@philippetrucci1380 Місяць тому
lt doesnt predict any upsets which happens a lot every year. Not reliable
@benoni679 Місяць тому
The sound effects are really annoying. Also RIP Creighton lol
@DataRift Місяць тому
Thanks, man. I'm gonna tone those down in the next one :D
@benoni679 Місяць тому
@@DataRift keep up the work bro
@lemontadams3029 Місяць тому
Not going to work some of these games will be fixed
@DataRift Місяць тому
Haha probably! Who do you like this year?
@lemontadams3029 Місяць тому
@@DataRift Purdue Iowa State
@thepredictionmaster7638 Місяць тому
@@lemontadams3029
@JamieNiemeyer-tz7zy Місяць тому
My brother has iowa state over Creighton in the championship jamie
@DataRift Місяць тому
The East is loaded
@colinchen4187 Місяць тому
You AI mostly all wrong
@DataRift Місяць тому
Lol last night was rough for sure
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