March Madness Predictions with Data Science
🏆 WIN a NVIDIA GeForce RTX 4080 Super GPU! Register now: https://forms.gle/47vUHzzz2aqJoP1S9
Dive into the fascinating world of machine learning and AI as we guide you through developing a model designed to predict NCAA tournament outcomes. From initial setup to final predictions, we’ll cover everything you need to create your own powerhouse model.
Embark on this machine learning adventure to not only enhance your NCAA bracket but also to deepen your understanding of predictive modeling. Let’s transform your bracket into a data-driven masterpiece together!
📘 Access the Notebook: https://www.kaggle.com/robikscube/machine-learning-bracket-gpu-powered
Timeline:
00:00 Intro
01:06 Setup and Import
02:39 Data Understanding
05:23 Data Pipeline Goal
06:04 Step 1- Season Data
11:07 Step 2- Tourney Data
15:30 Chalk Baseline
17:51 XGBoost ML Model
21:30 Predicting Matchups
23:50 Creating the Bracket
Links to my stuff:
* Youtube: https://youtube.com/@robmulla?sub_confirmation=1
* Discord: https://discord.gg/HZszek7DQc
* Twitch: https://www.twitch.tv/RobCodesLIVE
* Twitter: https://twitter.com/Rob_Mulla
* Kaggle: https://www.kaggle.com/robikscube
Видео March Madness Predictions with Data Science канала Rob Mulla
Dive into the fascinating world of machine learning and AI as we guide you through developing a model designed to predict NCAA tournament outcomes. From initial setup to final predictions, we’ll cover everything you need to create your own powerhouse model.
Embark on this machine learning adventure to not only enhance your NCAA bracket but also to deepen your understanding of predictive modeling. Let’s transform your bracket into a data-driven masterpiece together!
📘 Access the Notebook: https://www.kaggle.com/robikscube/machine-learning-bracket-gpu-powered
Timeline:
00:00 Intro
01:06 Setup and Import
02:39 Data Understanding
05:23 Data Pipeline Goal
06:04 Step 1- Season Data
11:07 Step 2- Tourney Data
15:30 Chalk Baseline
17:51 XGBoost ML Model
21:30 Predicting Matchups
23:50 Creating the Bracket
Links to my stuff:
* Youtube: https://youtube.com/@robmulla?sub_confirmation=1
* Discord: https://discord.gg/HZszek7DQc
* Twitch: https://www.twitch.tv/RobCodesLIVE
* Twitter: https://twitter.com/Rob_Mulla
* Kaggle: https://www.kaggle.com/robikscube
Видео March Madness Predictions with Data Science канала Rob Mulla
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10 марта 2024 г. 23:36:08
00:25:48
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