Public and Open Data Sources

• Awesome Public Datasets
• AWS Registry of Open Data
• Google Dataset Search
• Kaggle Datasets
• UC Irvine Machine Learning Repository
• OpenML Datasets
• Wikipedia Article – List of datasets for machine-learning research
• Federal Reserve Economic Data (FRED)
• World Bank Open Data

Machine Learning

• fast.ai course v3
• Machine Learning Mastery Blog
• Deep Learning Models by Sebastian Raschka
• Data Science and AI Tech Notes by Chris Albon
• Pragmatic AI Labs by Noah Gift
• Made with ML

Natural Language Processing

• Natural Language Processing with Python by Steven Bird, Ewan Klein, and Edward Loper
• Microsoft NLP Recipes (GitHub)

Time Series and Quantitative Finance

• Forecasting: Principles and Practice – Rob Hyndman and George Athanasopoulos
• Machine Learning for Algorithmic Trading by Stefan Jansen

Software and Web Development

• Python for Everybody by Dr. Chuck Severance
• Web Applications for Everybody by Dr. Chuck Severance
• Django for Everybody by Dr. Chuck Severance
• The Flask Mega-Tutorial by Miguel Grinberg
• Developer Roadmaps

Infrastructure and DevOps

• Google Colaboratory
• PythonAnywhere Console
• Paperspace Console
• AWS: Documentation | Architecture Center | SDKs and Toolkits
• GCP: Documentation | Architecture Center | Developer Center
• Azure: Documentation | Architecture Center | Azure for Python Developers
• DevOps Essentials on AWS

Government Business Opportunities

• System for Award Management (SAM)
• Dynamic Small Business Search (DSBS) database
• SBA HUBZone Map