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comparison-benchmarks

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A streamlined MLOps pipeline integrating version control, model tracking, and reproducibility using DagsHub. Ideal for collaborative machine learning workflows and experiment tracking. This Repo also has some Custom APIs Demo.

  • Updated Oct 7, 2025
  • Jupyter Notebook

An in-depth comparison and building walkthrough of two sentiment classification models, ML vs. DL —a Logistic Regression and an LSTM model— both trained on the Sentiment140 dataset. The Jupyter notebook contains every step from data preprocessing, construction, training, evaluation, and comparing the strengths and shortcomings of each approach.

  • Updated Sep 19, 2025
  • Jupyter Notebook

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