Hi Reader,
On Friday, Twitter open-sourced their recommendation algorithm! π
βYou can check out the source code on GitHub.
The most interesting code Iβve seen is the tweet ranking code.
The most embarrassing code I've seen is the author_is_elon feature. π€¦ββοΈ
Speaking of GitHub, let's move on to today's tip!
Did you know that GitHub has some hidden new features you can try out?
Go to github.com, click on your profile picture in the upper right corner, and then click "Feature preview":
There are currently 6 new features. You can turn each feature on or off with the Enable/Disable button:
βCode Search gives you a more powerful search:
βCode View gives you an easy-to-navigate file tree view:
βCommand Palette makes it faster to navigate around GitHub:
βRich Jupyter Notebook Diffs makes it easier to know what has changed in a notebook:
Try it out and let me know your favorite new GitHub features!
If you enjoyed this weekβs tip, please forward it to a friend! Takes only a few seconds, and it really helps me out π
See you next Tuesday!
- Kevin
P.S. How to use Gitβ
Did someone awesome forward you this email? Sign up here to receive data science tips every week!
Join 25,000+ aspiring Data Scientists and receive Python & Data Science tips every Tuesday!
Hi Reader, Last week, I announced that a new course is coming soon and invited you to guess the topic. Hundreds of guesses were submitted, and four people who guessed correctly got the course for free! (I've already notified the winners.) I'll tell you about the course next week. In the meantime, I've got a new Tuesday Tip for you! π π Link of the week OpenAI just unleashed an alien of extraordinary ability (Understanding AI) If you're curious about what makes OpenAI's new "o1" models so...
Hi Reader, I'm really proud of this week's tip because it covers a topic (data leakage) that took me years to fully understand. π§ It's one of those times when I feel like I'm truly contributing to the collective wisdom by distilling complex ideas into an approachable format. π‘ You can read the tip below π or on my blog. π Link of the week Building an AI Coach to Help Tame My Monkey Mind (Eugene Yan) In this short post, Eugene describes his experiences calling an LLM on the phone for coaching:...
Hi Reader, Last week, I recorded the FINAL 28 LESSONS π for my upcoming course, Master Machine Learning with scikit-learn. That's why you didn't hear from me last week! π I edited one of those 28 videos and posted it on YouTube. That video is today's tip, which I'll tell you about below! π Tip #45: How to read the scikit-learn documentation In order to become truly proficient with scikit-learn, you need to be able to read the documentation. In this video lesson, Iβll walk you through the five...