This repository provides resources and demos related to using AI for Research, using AI for Data Science, and AI-assisted coding. In addition, the presentation also provides a list of AI tools. Sample prompts for (1) Kaggle Housing Price Regressions and (2) Kaggle Taylor Swift Song Analysis are also included, together with generated Jupyter Notebooek from (1). This demonstrates how to use data science agent to generate data science codes.
- AI in Research
- AI in Data Science
- AI-Assisted Coding
- AI Tools
The repository contains a PDF File (Harnessing AI in Research and Data Science) describing how AI can be utilized in Research.
The repository contains a PDF File (Harnessing AI in Research and Data Science) describing how Data Science Agent can be utilized in Data Science. In addition, sample prompts for (1) Kaggle Housing Price Regressions and (2) Kaggle Taylor Swift Song Analysis are also included, together with generated Jupyter Notebooek from (1).
The repository contains a Jupyter Notebook (AI_ASSISTED_CODING.ipynb) demonstrating AI-assisted coding techniques using language models.
The repository contains a PDF File (Harnessing AI in Research and Data Science) providing a list of generative AI tools with URL links.
- AI Engineering
For contributions, open a pull request or create an issue in this repository. Happy coding!