The Simplifier
Apoorva Mittal, Shailesh SharmaLearning & Sharing
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 23 | Founded | 5 years ago | Last Issue | 2 months ago |
| Active | |||||
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apoorvamittal.substack.comLatest Issues
How Subtitles Are Generated Using LLMs (And Why It's Much Harder Than It Looks)
If you’ve ever watched a video with subtitles on, you’ve never really thought about what it takes to produce them. The text appears, stays in sync with the speaker, and your brain processes it without any friction. That experience feels tri...
What is World Model?
The advent of LLMs has been a great success. Although the popularity of LLMs has been increasing a lot and it is disrupting many walks of human life, researchers are already moving away from it to the next big thing - World Models.
Before...
Classification Threshold 101 for PMs
Imagine that you are PM for Gmail and to save user’s inbox from getting flooded with promotional emails, you have built a probabilistic ML model, which exactly doesn’t label an email as promotion, but rather suggests the probability if the...
What is F1 Score?
In our previous article, we have discussed metrics used for ML models such as accuracy, precision & recall. If you haven’t read the same or are not aware about the concept of Accuracy, precision & recall we highly recommend reading it first...
What is synthetic data?
In today’s article we will learn about the concept of synthetic data. Synthetic data is a buzz word these days and is widely accepted as a way for enhancing the frontier model’s performance.
Synthetic data is information that is artificial...
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