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1. route-optimizer-machine-learning route-optimizer-machine-learning Public

   Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.

   Jupyter Notebook 144 64

2. us-income-classification us-income-classification Public

   Use random forest to predict the income group of US residents. Exercise modularizing ML pipelines.

   Jupyter Notebook

3. clustering-reddit-comments clustering-reddit-comments Public

   Application of Natural Language Processing tools in an attempt to partition Reddit comments into compact sets.

   Jupyter Notebook 2 1

4. dota2-player-analytics dota2-player-analytics Public

   Insights into player behavior and patterns with pandas; data is scraped from the web.

   Jupyter Notebook 1

5. predicting-film-ratings predicting-film-ratings Public

   Predicting film ratings based on a variety of input features using simple linear regression.

   Jupyter Notebook 1 3

6. predicting-instacart-purchases predicting-instacart-purchases Public

   A logistic regression model to determine whether a customer would re-order a previously ordered item.

   Jupyter Notebook 3 5