LLM and Generative AI are world changing technologies that are already having massive impacts on the efficiency with which we can do Science.
These lessons introduce LLMs and describe some of the ways they can be used in Science.
Prerequisites
- This lesson requires the Unix shell, plus SQLite3 or DB Browser for SQLite.
- Please download the database we will use: survey.db
| Setup | Download files required for the lesson | |
| 00:00 | 1. What are LLMs and Generative AI |
How does an LLM differ from other ML?
What other kinds of Generative AI are there? |
| 01:00 | 2. Responsible Use of Generative AI | How do I use Generative AI safely and responsibly? |
| 01:35 | 3. Querying APIs with LLMs |
How can LLMs be used to work with APIs
What approaches are useful in prompting LLMs to help? |
| 02:45 | 4. Integrating LLMs in scientific workflows |
How can LLM and AI be used at all stages in science
What techniques can I apply at each stage |
| 03:55 | Finish |
The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.