Zachary-Raup

Data Science Portfolio

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Project maintained by ZRaup Hosted on GitHub Pages — Theme by mattgraham

Data Science Courses Completed

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🧠 Machine Learning

DataCamp

• Unsupervised Learning in Python
• Supervised Learning with scikit-learn
• Understanding Machine Learning
• Machine Learning for Business
• Preprocessing for Machine Learning in Python

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📊 Data Analysis & Exploration

DataCamp

• Exploratory Data Analysis in Python
• Introduction to Regression with statsmodels in Python
• Intermediate Importing Data in Python

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🧮 SQL & Databases

DataCamp

• Introduction to SQL
• Intermediate SQL
• Joining Data in SQL

Duke University through Coursera

• Managing Big Data with MySQL

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🛠️ Programming & Tools

DataCamp

• Developing Python Packages
• Introduction to Git

Kaggle

• Python

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📈 Data Visualization

DataCamp

• Data Visualization in Power BI
• Data Visualization in Tableau

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☁️ Cloud Computing

DataCamp

• AWS Concepts

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Portfolio Links

Zachary’s Portfolio
Project 1: Predicting Diabetes Using Machine Learning | Comparison of Classification Models
Project 2: Utilizing MCMC in Python to Explore the Parameter Space of an Exoplanet Transit
Project 3: Insights into Dog Behavior: Analyzing Dognition Data with MySQL
Project 4: Interactive Animation of Museum Visitor Paths and Hourly Room Traffic in Tableau