Discover amypeniston/data-science-toolbox Open Source project

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amypeniston

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Data science Python notebooks: Machine Learning (Scikit-Learn), Deep learning (Keras, TensorFlow), big data (Spark), data analysis (Pandas, NumPy), data visualization (Matplotlib, Seaborn), SQL, web scraping, probability & statistics, kaggle tutorials & Python essentials.

game-of-life

A command line interface to generate universes. Based on Conway's Game of Life and implemented in Python.

Python

mini-js-projects

Bite-sized JavaScript creations to review fundamentals.

HTML

twitter-sentiment-analysis

Analyzing the Impact of COVID-19 Lockdown on Public Sentiment in Bermuda.

Jupyter Notebook

kaggle-competitions

Kaggle competition submissions & exploratory data analysis: Neural Networks (MNIST Digit Recognizer), NLP (Disaster Tweets), Regression (House Prices), Classification (Titanic).

Jupyter Notebook