1. 1. Guten Tag!
  2. 2. Getting Started
    1. 2.1. Tools and Resources
    2. 2.2. Setting Up Our Environment
    3. 2.3. Running Python Locally
    4. 2.4. Jupyter Notebooks
  3. 3. Lectures
    1. 3.1. ✅ Installing Python
    2. 3.2. ✅ Thinking Programmatically
    3. 3.3. ✅ Basic Data Types
    4. 3.4. ✅ Conditionals
    5. 3.5. ✅ Lists
    6. 3.6. ✅ Dicts
    7. 3.7. ✅ Loops
    8. 3.8. ✅ Loops Practice
    9. 3.9. ✅ Modules & Functions
    10. 3.10. ✅ Classes
    11. 3.11. ✅ Classes Review
    12. 3.12. ✅ Classes (Cont'd)
    13. 3.13. ✅ Intro to Data Science
    14. 3.14. ✅ Pandas
    15. 3.15. ✅ Data Analysis I
    16. 3.16. Data Analysis II
    17. 3.17. Data Viz
    18. 3.18. Independent Study
    19. 3.19. Independent Study
    20. 3.20. 🎉 Fin.
  4. 4. Topics
    1. 4.1. Essential Terminology
    2. 4.2. Basic Data Types
    3. 4.3. Conditionals
    4. 4.4. Lists
    5. 4.5. Dicts
    6. 4.6. Loops
    7. 4.7. Modules & Packages
    8. 4.8. Functions
    9. 4.9. List Comprehensions
    10. 4.10. Classes
    11. 4.11. Data Science
    12. 4.12. Intro to Pandas Objects
    13. 4.13. Exploratory Data Analysis w. 🐼
    14. 4.14. Pandas Analysis II
    15. 4.15. Data Visualization
    16. 4.16. Course Review
    17. 4.17. Python Project Ideas
  5. 5. Homework
    1. 5.1. Homework 1
    2. 5.2. Homework 2
    3. 5.3. Homework 3
    4. 5.4. Homework 4
    5. 5.5. Homework 5
    6. 5.6. Final Project Reqs
  6. 6. Resources
    1. 6.1. Python Glossary
    2. 6.2. Basic Statistics
    3. 6.3. Pandas Glossary
    4. 6.4. General Reference Guides
    5. 6.5. Libraries, Packages, & Other Tools
    6. 6.6. Cheat Sheets
    7. 6.7. Helpful Articles/Tutorials
    8. 6.8. Open Source Datasets
  7. 7. About

Python Programming

Open Source Datasets

  • Kaggle
  • World Bank Open Knowledge Repository
  • Our World in Data (University of Oxford)
  • Census.gov
  • CIA World Factbook
  • Google BigQuery Public Data
  • AWS Public Datasets
  • Quandl
  • Microsoft Azure Public Datasets
  • Curated by EliteDataScience
  • Climate Resilience | ResourceWatch
  • Climate Resilience | PREP
  • Financial Data & Economic Indicators | CEIC
  • NYC Open Data
  • DC Open Data Catalog / OpenDataDC
  • DataLA
  • Data.gov
  • Data.gov.uk
  • Humanitarian Data Exchange
  • Sunlight Foundation
  • ProPublica Data Store
  • UC Irvine Machine Learning Repository
  • Stanford Large Network Dataset Collection
  • Inter-university Consortium for Political and Social Research
  • Pittsburgh Science of Learning Center's DataShop
  • Academic Torrents
  • FiveThirtyEight
  • Donors Choose
  • 200,000+ Jeopardy questions
  • KDnuggets
  • 100+ Interesting Data Sets for Statistics
  • 20 Free Big Data Sources