This repository holds most of my notebooks from my Data Science Certification.
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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.
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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.
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Predict the Presence of Heart Disease using Logistic Regression
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Customer Segmentation using KMeans Clustering
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Examples of my SQL work including joins and nested queries
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Connecting to a Database and running SQL in Python
These notebooks are provided by my course and I fill in code. I build upon these to help me build new projects!