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Personal upload space for the 100Day-ML-Marathon, which is a marathon of training your machine learning skill on Kaggle in 100 consecutive days.

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🏃 100Day-ML-Marathon Challenge 💻

Alt text Personal uploaded space for the 100Day-ML-Marathon, which is a marathon Challenge about training your machine learning skill on Kaggle in 100 consecutive days.

📜 My Certificate of Completion: PDF

Daily Topic 📚

Clean Data and Data Preprocessing

Feature Engineering

  • Day 017 : Introduction of Feature Engineering
  • Day 018 : Feture Types
  • Day 019 : [Value Type] Insert Value for Lost Information
  • Day 020 : [Value Type] Remove Outlier
  • Day 021 : [Value Type] Remove Bias
  • Day 022 : [Class Type] One-Hot and Label Encoding
  • Day 023 : [Class Type] Mean Encoding
  • Day 024 : [Class Type] Other Advanced Processing
  • Day 025 : [Time Type] Time Cycle
  • Day 026 : Feature Combination (Value and Value)
  • Day 027 : Feature Combination (Value and Class)
  • Day 028 : Feature Selection
  • Day 029 : Feature Estimation
  • Day 030 : Leaf Encoding on Class Type Feature

Machine Learning Model Building

Machine Learning Fine-tuning

Mid-Term Exam

Unsupervised Learning

Deep Learning Theory and Implement

Deep Learning on Keras

Final Exam

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Personal upload space for the 100Day-ML-Marathon, which is a marathon of training your machine learning skill on Kaggle in 100 consecutive days.

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