Bifalgorithm post
One of the best projects you can put on your resume is reproducing the results of a research paper and here's how you can do that. First, find a paper that you can understand. I recommend papers with code since it links papers, data sets and code all in one place, but if you want more options, you can also check these out. Then read the abstract and introduction of the paper to understand these and then upload the paper to a coding assistant of your choice. Here I'm using Codex and then ask you to read the paper and break it into implementation tasks that you can do. Here's a prompt that you can use. At this point, your project should look something like this. Now work through those tasks one at a time. Once everything is implemented, ask Codex to check your code against the paper and point out anything that's missing or different. This will probably take you the most amount of time. If you want to make the project even stronger, extend it by trying another data set, comparing another model or tuning the hyperparameters. After all of that, you now have an end to end project for your resume and your GitHub. If you want to try it out, comment paper and I'll send you the whole workflow.
One of the best projects you can put on your resume is reproducing the results of a research paper and here's how you can do that. First, find a paper that you…
Ideas in this flowchart
- Reproducing Research Paper Results
- Select a Research Paper
- Find Understandable Paper
- Papers with Code
- Read Abstract and Introduction
- Upload to Coding Assistant
- Use Codex
- Break into Implementation Tasks
- Work Through Tasks
- Check Code Against Paper
- Use Codex for Verification
- Enhance Project
- Try Another Data Set
- Compare Another Model
- Tune Hyperparameters
- End-to-End Project Completion