Roadmap
Below are the projects currently in the roadmap for this course. They are ranked by current priority, although ranking can change based on on-going people requests and/or new AI developments. If you have requests which are not below, just email me and I will add it. Also, if you are particularly interested in one of the items below, email me to let me know so I can update the ranking accordingly.
The ranking depends on a combination of (a) more requests from people -> higher ranking, (b) in line with the spirit of the course, the more applied/related to actually building your own product -> higher ranking, and (c) easier/faster -> higher ranking.
Also, whenever there is some new AI breakthrough, that will go straight to the top of the roadmap and lessons related to it will be added to the course.
| Item | Status | Notes | ||
| Add to the course a Chatgpt App that can answer all sorts of Product Data Science questions. 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 | Completed - DataScienceGPT | Looking really cool | ||
| Add case studies to the course to prepare for the novel Data Scientist, Generative AI roles | On-going. Currently working on it. Will be done by Nov/24 | 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. | ||
| Add to the course an add-on option that allows people to buy X USD amount of OpenAI credits along with the course | Likely starting on this after the Gen AI product case studies | Already received several requests for this item. This essentially allows people to buy Open AI credits with their employee training budget. Going through the course is very cheap, but experimenting with gpt4 when building an app/business can get very expensive. For this reason this would be very beneficial to people. However, implementation is not trivial. Leveraging this project looks promising though |