- One pager - Productivity, Self improvement, and Miscellaneous Cheatsheets
Miscellaneous cheatsheets and productivity collateral.
- Data, Data Analytics, and Database
Miscellaneous Data and Analytics papers
- Data Science:Artificial Intelligence and Machine Learning
Data Science is the overall practice of delivering AI/ML solutions, and although I use ML and AI interchangeably here - they are different, related concepts.. See https://en.wikipedia.org/wiki/Machine_learning for a more professional definition.
- Data Science Projects
Miscellaneous Data Science projects solving business problems with ML/AI. Some are incomplete, but should help you understand approach and you can go figure out the additional details if you need to.
- Generative AI (like ChatGPT) including Large Language Models (LLM)
Understanding what Large Language Models are and how to take advantage.. Really cool, and very powerful BUT you need to validate/verify anything you get. Data is king in any ML/AI/LLM - garbage in garbage out as they say.
See examples of good prompt engineering ideas to more quickly get to your outcome. Good ChatGPT prompts, cheetsheets that show alternative LLM tools, ChatGPT - Excel integration..etc... - Python
Python is a great, "simple", programming language for being productive quickly in the field of Data Science (and elsewhere). Its my programming language of choice for things that need to get done quickly.
- Visualization Tools and Libraries
Collection of Visualization tools and libraries for integration to Python (or other languages). A good visualization strategy will make your Data Science story come to life.