resources.md

General

1. 100 Days of Code
2. Your two most used resources in the technology fields:
   i. StackOverflow: The Google for the Programmer
   ii. Google: The ACTUAL Google for the Programmer
3. Medium Tech articles
4. r/python
5. Podcasts:
   i. Talk Python to Me
   ii. Python Bytes
   iii. Test and Code
   iv. Super Data Science Podcast
   v. Python.__init__
   vi. Import This

Datasets

There are a substantial number of locations online to obtain datasets. These vary in complexity, but can be excellent resources for learning new techniques or creating new programs without needing to use company data. Here are ten places with readily available datasets.

1. Federal Governments:
   i. USA
   ii. UK
   iii. EU
   iv. Australia
2. Kaggle
3. Google
4. SEC Financial Statements
5. FBI Crime Statistics
6. CDC
7. Census
8. UC Irvine
9. Medicare
10. Airbnb
11. Open Data Philly
12. St. Louis FED
13. Zillow
14. r/datasets
15. Deep Learning

Learning Resources

There are countless free and paid resources to learn Python.

1. Python Reference (The Right Way)
2. Official Python 3 Documentation
3. Packt Publishing: Free daily tech learning materials (ebooks and videos)
4. Udemy: Online learning platform that offers courses for <$12 (never buy full price)
5. Coursera
6. GitHub Learning Labs: A good resource for learning how to leverage GitHub
7. Learn Python
8. An Introduction to Statistical Learning
9. The Elements of Statistical Learning
10. Automate the Boring Stuff with Python
11. How to Think Like a Computer Scientist: Learning with Python 3
12. A Byte of Python
13. Python Built-ins Worth Learning
14. The Hitchhiker’s Guide to Python!
15. Think Python
16. Runestone: Free online eBooks
17. Python 3 Module of the Week
18. 20 Python Libraries You Aren't Using (But Should)
19. Hadoop with Python
20. How to Make Mistakes in Python
21. Functional Programming in Python
22. Python in Education
23. Real Python
24. ActiveState Code
25. Google Tech Dev Guide