Pinned

1. Computational_linguistic_analysis Computational_linguistic_analysis Public

   Applies natural language processing techniques to political speech topic modeling using Python & permutation tests using R

   HTML

2. Coffee_review_text_QA_LLMs Coffee_review_text_QA_LLMs Public

   Connects to OpenAI, applies Large Language Models (LLMs) & LangChain, and builds a platform to chat with coffee customer review text data using Python. Visualizes text data with R

   HTML

3. SQL_Python_Google_big_query SQL_Python_Google_big_query Public

   A collection of my selected SQL files, interacting with Google Big Query (GBQ) and Python

4. Diabetes_prediction Diabetes_prediction Public

   Predicts a binary outcome variable with logistic regression and applies Monte Carlo simulation to cross validate the model using R

   HTML

5. Dram_shop_PCA Dram_shop_PCA Public

   Applies Principal Component Analysis (PCA) to dimensionality reduction using Python, SQL, and GBQ.

   Jupyter Notebook

6. High_school_performance High_school_performance Public

   Visualizes the data, builds a multi-linear regression model, applies a 10-fold cross-validation resampling method, and evaluates LM, SVM, and KNN model performance using R

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