A Place to show Data Science Projects
Project 1: Term Deposit Bank Loan Predication model.
- Build a model that can accurately predict if client will subscribe to a term deposit
- used multiple types of machine learning types to get a 93% F1 Score with the model.
Project 2: Movie Database
- Create an SQL database to handle multiple tables and create views, functions, and other SQL skill inside.
- Create an ERD model of the Database in order to represent planning for the database for the group
Project 3: Study & Sleep’s effect on Grades
- Strengthened academic forecasting by 44% by developing a basic machine learning (ML) system using R to predict grades based on historical data
Project 4: Merger of Two Companies
- Used Snowflake and DBT cloud to merge two companies business process together and push it through to Power BI for visualization and analysis
- Worked with Data between multiple systems to become clean and digestible by multiple people.
Project 5: Short Term Stock trades in ML
- Used Yahoo Finance CSV to create a prediction model of Stocks.
- Used common Supervised Machine learning techniques to see which model would be best for prediction short term models.
Project 6: Bacteria Detection
- Used a Deep learning Model to create a bacteria Identification matrix.
- Created a CNN Model in order to predict an Microscope image of a bacteria to properly identify it.
Project 7: Tensor Flow Window Prediction model
- Moved data through Cassandra and MongoDB to be digested in Python Spark for analysis
- Used Tensor Flow Dataframe to build a stock prediction model and look at the predictions.