Tools in Data Science

    • Course Readme
    Week 1: Development Tools
    • Overview
    • Coding environment setup
    • Lab 1
    • Lab 2
    Week 2: Deployment Tools
    • Overview
    • GitHub Pages and Static Publishing
    • FastAPI and Deployment Workflows
    Week 3: AI Coding
    • Overview
    • AI Coding Assistants
    • Reviewing AI-Generated Code
    Week 4: Large Language Models
    • Overview
    • Prompt Engineering
    • Embeddings and Retrieval
    • Project 1
    Week 5: Data Sourcing
    • Overview
    • HTTP Requests and APIs
    • Web Scraping
    Week 6: Data Preparation
    • Overview
    • Spreadsheet and Shell Cleaning
    • SQL and DuckDB Transformations
    • ROE
    Week 7: Data Analysis
    • Overview
    • Correlation and Regression
    • Geospatial and Network Analysis
    Week 8: Data Visualization
    • Overview
    • Data Storytelling
    • Charts and Dashboards
    • Project 2
    • Live Sessions
    • End Term
    • Resources

    Resources

    • Core Resources
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    Resources#

    Use this page for the stable resources students need throughout the May 2026 term.

    Core Resources#

    • System Requirements
    • Course Links
    • Live Sessions
    • End Term
    • Graded Assignments

    Add Here#

    • installation notes
    • official links
    • frequently used commands
    • troubleshooting guidance
    • reusable datasets or templates
    • policy references
    Backward End Term
    • Core Resources
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