@radek@sigmoid.social (Mastodon) πΊπ¦
Resources to take your Machine Learning skills to the next level π§ͺ Senior Data Scientist, RecSys @NVIDIAAI π« @fastdotai trained DL Eng π https://t.co/By87iXeWBm
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To learn Machine Learning fast you need to use the power of constraints. Here is what they are and how you can use them to learn 12x faster:
Merlin Dataloader is 119x faster than my own PyTorch Dataset + Dataloader combo! This is revolutionary for tabular data π₯³ Let's take a closer look at what is going on. https://t....
3 ways to speed up your Python/pandas code by up to 10x that I learned from a recent @kaggle notebook:
The most important Machine Learning skill: π How to create a good validation set. π But most people make a couple of basic mistakes. Read this, and I guarantee you won't be one...
How to gain a competitive edge over 95% of people learning Machine Learning. Time for a thread β
It took me 8 years to learn this truth about learning ML. I'll teach it to you in the next 5 minutes:
3 of my best threads for you to enjoy over the weekend β @SchmidhuberAI explains the entirety of history and makes a prediction for the future of AI β @soumithchintala on how our...
I am going through Amex @kaggle entries to learn how people are using tabular data Here are some of my observations 1/8
nvt op Tuesday! π₯³ Today we have a very special guest on our show! πΎ The "Grandmaster Special" π Many a competition has been won with its help, but the devil lies in the implement...
Curious about recommender models? Interested in endowing models from other domains with some of their superpowers? Please join me on a whirlwind tour of 6 recsys architectures!...