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Understanding Foundation Model - Part 5 (Sampling Strategies)
In the previous part of Understanding Foundation Model, we have covered the following:
Jul 31 • 
Nitin Madeshia
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Understanding Foundation Model - Part 5 (Sampling Strategies)
Understanding Foundation Model - Part 4 (Post Training)
Learn about post training and why does the model not teach you how to make a bomb
Jul 22 • 
Nitin Madeshia
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Understanding Foundation Model - Part 4 (Post Training)
Understanding Foundation Model - Part 3 (Model Size)
The Power and Limits of Larger AI Models: What You Need to Know
Jul 20 • 
Nitin Madeshia
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Understanding Foundation Model - Part 3 (Model Size)
Decision under uncertainty and risk
Exploring how behavioral economics like Prospect Theory can shape smarter product decisions and customer experiences.
Jul 17 • 
Nitin Madeshia
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Decision under uncertainty and risk
Understanding Foundation Model - Part 2 (Attention is All you need)
A high level overview of how transformer architecture works
Jul 9 • 
Nitin Madeshia
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Understanding Foundation Model - Part 2 (Attention is All you need)
What Does "7 Billion Parameters" Actually Mean in AI?
You’ve probably seen these phrases thrown around in AI conversations:
Jul 7 • 
Nitin Madeshia
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What Does "7 Billion Parameters" Actually Mean in AI?
Start with customers
Great decisions are made by product folks who talk to customers.
Jul 6 • 
Nitin Madeshia
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Start with customers
5:18
Understanding Foundation Models - Part 1
Why your Product needs to understand Foundation Models before it uses them
Jul 5 • 
Nitin Madeshia
2

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Understanding Foundation Models - Part 1
The AI Engineering Stack
What Actually Powers an AI Product?
Jul 4 • 
Nitin Madeshia
2

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The AI Engineering Stack
Tokens - The "a","b","c" of LLM
Understand the building blocks of large language models
Jul 3 • 
Nitin Madeshia
3

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Tokens - The "a","b","c" of LLM
From Product Idea to Machine Learning Problem
How to Frame AI Features the Right Way — Without Confusing Your ML Team
Jul 2 • 
Nitin Madeshia
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From Product Idea to Machine Learning Problem
Designing UX for AI features: A Guide for Product Managers
Why designing for AI is different & how to make AI features feel more trustworthy
Jul 1 • 
Nitin Madeshia
3

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Designing UX for AI features: A Guide for Product Managers
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