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(Day 216) Pipelines for XGBoost and CatBoost training, and using the models in the real-time inference pipeline

August 4, 2024

Hello :) Today is Day 216!

A quick summary of today:

  • created pipelines to train XGBoost and CatBoost models
  • added XGBoost and Catboost models’ predictions in the real-time inference pipeline
  • update model dictionary UI
  • created project README
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(Day 215) Trying out 'traditional' models on the KB project transaction fraud data

August 3, 2024

Hello :) Today is Day 215!

A quick summary of today:

  • trying out different models to classify non fraud/fraud transactions
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(Day 214) The evaluation of my MLOps zoomcamp project arrived - max points

August 2, 2024

Hello :) Today is Day 214!

A quick summary of today:

  • documenting the KB project data using arrow.app
  • small repo changes
  • ML zoomcamp announcement
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(Day 213) Creating a grafana dashboard for the KB project

August 1, 2024

Hello :) Today is Day 213!

A quick summary of today:

  • using Cypher to create a grafana dashboard for my neo4j database
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(Day 212) Final Glaswegian TTS model

July 31, 2024

Hello :) Today is Day 212!

A quick summary of today:

  • creating a simple Glaswegian assistant app
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(Day 211) 2 hour mark !!! Glaswegian dataset goal - accomplished! + whisper-small fine-tuned

July 30, 2024

Hello :) Today is Day 211!

A quick summary of today:

  • fine-tuning the final whisper-small model for Glaswegian automatic speech recognition (ASR)
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