## Projects

## Machine Learning

### Spaceship Titanic classification model

Random Forest and XGBoost classification prediction python model. Predicting which passengers will be transported to an alternate dimension.

Tableau DashboardKaggle Notebook

blog

### Housing Prices Regressor Predictions

XGBoost Regressor predictions of housing prices

Tableau DashboardKaggle Notebook

blog

### NLP Tweet Classification

Binary classification model to determine if tweets are about disaters or not. Uses a TensorFlow Hub pretrained sentence encoder, USE, in a Sequential Model.

Kaggle Notebookblog

### Time Series Forecasting

Modeling timeseries data using multiple machine learing meethods. Uses Prophet model, tableau, excel...(🔜 coming soon: SARIMAX, TF LSTM, Ensemble)

Prophet Model Notebookblog series

### Crop Classification and Clustering Model

Multi-class Crop classification and clustering model built to recommend which farm crop to plant based on soil characteristics.

📝 ipynb Notebookblog

## Other

### Online retail sales exploratory data analysis

Gaining some practice performing exploratory data analysis, since this is often one of the first steps in preparing data for machine learning.

Tableau Dashboardipynb Notebook

blog

### Relational Network Diagram

A relational interactive Marvel network

Network DiagramKaggle Notebook

My Skills diagram

Critical Path notebook

### 2 Sample Hypothesis T-test

Utilizing hypothesis testing t-tests to validate process improvements initiatives. Created a template and custom p-value function to interpret the results of the hypothesis tests.

📝 ipynb Notebookblog