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1. Videos Videos Public

   Jupyter notebooks describing various data science analyses on supplementary online videos

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2. Machine-learning-basics Machine-learning-basics Public

   Basic machine learning algorithms developed from scratch, such as cross-validation, linear regression, nearest neighbors.

   Jupyter Notebook 1

3. General-applications General-applications Public

   In here I present code for calculating various things such as implementing Newton's method and calculating a running average.

   Jupyter Notebook 1

4. YouTube YouTube Public

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5. Causal-Inference Causal-Inference Public

   Code for my research in causal inference studies

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6. RAG-LLM-1 RAG-LLM-1 Public

   In this folder I show projects on how to implement retrieval augmented generation and others

   Python