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Article writer

Katherine (Yi) Li

A data enthusiast specializing in machine learning and data mining. Programming, coding and delivering data-driven insights are her passion. She believes that knowledge increases upon sharing; hence she writes about data science in hope of inspiring individuals who are embarking on a similar data science career.

Articles by the author

  • ML Model Development

Vanishing and Exploding Gradients in Neural Network Models: Debugging, Monitoring, and Fixing

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Katherine (Yi) Li
- 7 min
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  • ML Model Development

How to Choose a Learning Rate Scheduler for Neural Networks

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Katherine (Yi) Li
- 7 min
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  • ML Model Development
  • Time Series

Machine Learning for Stock Price Prediction

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Katherine (Yi) Li
- 6 min
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  • MLOps

How to Scale ML Projects – Lessons Learned from Experience

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Katherine (Yi) Li
- 7 min
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  • ML Model Development

Implementing the Macro F1 Score in Keras: Do’s and Don’ts

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Katherine (Yi) Li
- 6 min
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