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Machine Learning

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Climbing the Kaggle Leaderboard: Bank Marketing with XGBoost

  • Post author:Steve Tarter
  • Post published:August 30, 2025
  • Post category:AI/Machine Learning/Uncategorized
  • Post comments:0 Comments

I recently joined Kaggle Playground Series – Season 5, Episode 8, a competition based on the classic UCI Bank Marketing dataset. The goal is straightforward: given customer demographics, account balances,…

Continue ReadingClimbing the Kaggle Leaderboard: Bank Marketing with XGBoost

Augmenting My Playing‑Card Classifier with AI‑Generated Test Cards

  • Post author:Steve Tarter
  • Post published:July 27, 2025
  • Post category:AI/Fun/Machine Learning
  • Post comments:0 Comments

Introduction In my previous post, I walked through building a TensorFlow‑based playing‑card classifier that "guesses" the value of a card when presented an image of it. Once that was up…

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Playing Card Classifier Using Machine Learning

  • Post author:Steve Tarter
  • Post published:July 13, 2025
  • Post category:AI/Machine Learning
  • Post comments:0 Comments

Introduction I've been taking classes online with the goal of getting certifications in machine learning.  The course "TensorFlow Developer Certificate - Image Classification" described how to put together a Convolutional…

Continue ReadingPlaying Card Classifier Using Machine Learning
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