{S30}
S30 is built for engineers who want depth — not shortcuts.
On this channel, we cover:
* DSA & Problem Solving
* System Design
* AI / Machine Learning
* ML System Design
* Real-world engineering concepts
The focus is not just on using tools.
It is on understanding how modern systems actually work.
You’ll find:
* concept breakdowns
* interview preparation
* hands-on engineering insights
* AI/ML fundamentals
* production system thinking
* mock interviews
* real classroom clips
At S30, students from our cohorts have gone on to receive offers from companies like:
Microsoft, Meta, Adobe and more.
If you care about strong fundamentals, practical depth, and long-term engineering growth — you’re in the right place.
Website: www.thes30.com
{S30}
2 weeks ago | [YT] | 0
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{S30}
ML Model Registry & Versioning
2 weeks ago | [YT] | 0
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{S30}
Chain of Thought Prompting
2 weeks ago | [YT] | 0
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{S30}
Word Tokens —> [“hello” , “world”]
Subword Tokens —> [“he, “llo”, “wor”, “ld”]
BPE - Byte Pair Encoding (Subword Tokenization) —> Used in GPT
1 month ago | [YT] | 1
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{S30}
Every week, YoutUbe fills up with discussions on the latest architectures, reasoning models, and research papers.
Meanwhile, many of the world's top AI companies still ask questions like: *Why does regularization help? Why ReLU over sigmoid? Why cross-entropy instead of MSE?*
The AI stack evolves fast, but the fundamentals remain surprisingly durable.
1 month ago | [YT] | 0
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{S30}
Unsupervised ML - K means clustering
Take random centroids
Adjust them based on distances
1 month ago | [YT] | 0
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{S30}
1 month ago | [YT] | 0
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{S30}
Leetcode + System Design + AI is the new normal
1 month ago | [YT] | 0
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