This repository holds most of my notebooks from my Data Science Certification.

• My Capstone Two: Building a Model to Predict Airline Ticket Prices

  [https://github.com/MSnellgrove/Springboard/tree/main/Projects/Capstone] In this project, I build a Random Forest model.

• My Capstone Three: Classifying Fetal Health from CTG Data

  [https://github.com/MSnellgrove/Springboard/tree/main/Projects/Capstone%20Three] In this project, I use a Gradient Boosting model.

Both of the above projects are 100% my own creation.

• Predict the Presence of Heart Disease using Logistic Regression

  [https://github.com/MSnellgrove/Springboard/blob/main/Projects/Logistic%20Regression%20Advanced%20Case%20Study.ipynb]

• Customer Segmentation using KMeans Clustering

  [https://github.com/MSnellgrove/Springboard/blob/main/Projects/Clustering%20Case%20Study%20-%20Customer%20Segmentation%20with%20K-Means%20-%20Tier%203.ipynb]

• Examples of my SQL work including joins and nested queries

  [https://github.com/MSnellgrove/Springboard/blob/main/Projects/SQL%20Mini%20Project/SQLTasks%20Tier%201%20Complete.sql]

• Connecting to a Database and running SQL in Python

  [https://github.com/MSnellgrove/Springboard/blob/main/Projects/SQL%20Mini%20Project/SQL%20Mini%20Project%20Part%202%20%5BSnellgrove%5D.ipynb]

These notebooks are provided by my course and I fill in code. I build upon these to help me build new projects!