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1. Human-Activity-Recognition-Smartphones Human-Activity-Recognition-Smartphones Public

   Big Data and Machine learning, highlights includes pipelines, PCA, random forest, hyper-parameter tuning.

   Jupyter Notebook 1

2. HR-Data-Analytics---Employee-Churn-Predictions HR-Data-Analytics---Employee-Churn-Predictions Public

   Using dummy data, this high level data analysis uses a combination of feature engineer, machine learning (logistic), visualization, and statistical testing to find insights regarding employee data …

3. Machine-Learning-2016-President-Election Machine-Learning-2016-President-Election Public

   This is perhaps my most proudest project thus far. There are multiple Machine Learning algorithms used in the project such as decision trees, logistic regression, lasso, clustering and more. There …

4. Modeling-Burn-Victims-Time-to-Straphylococus-Infection Modeling-Burn-Victims-Time-to-Straphylococus-Infection Public

   Survival Analysis Project. I chose a burn dataset to conduct survival analysis on as I found the data particularly interesting. It was typed up as a report in addition to the coding I did. Key high…

5. Predicting-Mauna-Loa-Volcano-Co2-Emissions- Predicting-Mauna-Loa-Volcano-Co2-Emissions- Public

   This project was done in a total group of 5 people and we used a Time Series method to achieve our goal of being able to accurately forecast carbon monoxide emission levels from the Mauna Loa Volca…

6. Visualizing-Corona-VIrus-Pandemic Visualizing-Corona-VIrus-Pandemic Public

   Using public open datasets, we visualize the corona virus pandemic to understand how fast it spread, and how countries compare to one another in terms of confirmed cases.

   Jupyter Notebook