Roadmap
| Item | Status | Notes | ||
| Add to the course a Chatgpt App that can answer all sorts of Product Data Science questions. | Completed - DataScienceGPT | The model leverages personal notes, insider knowledge, all the documents collected over the years, case studies, etc. Eventually, it should be able to answer any product data science case study as well as specific questions about data science at top tech companies. | ||
| Add case studies to the course to prepare for the novel Data Scientist, Generative AI roles | Completed - Lessons | DS, Gen AI roles involve applying Product DS knowledge to LLM products. Right now, they are popping up everywhere (as of Sept/24, Meta, Netflix, Amazon, Google, OpenAI, all have DS, Gen AI openings). These case studies are meant to bring clarity on how to answer questions like: how to create a metric for this new LLM product, how to know when it is good enough to go live, how to test it, etc. | ||
| Revamp DataScienceGPT | On-going. Currently working on it. | Updating UI and model of DataScienceGPT with the latest AI developments, as well as augmenting it with specific Gen AI - DS knowledge | ||
| Add new case studies to the course | Starting on this after the DataScienceGPT project | Go through people requests and add case studies based on that |