INNOVATION - AI Dynamics

Machine Learning Practice Projects to Build Your Skills

By

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04 February 2023 23h00

Sample projects you could build to practice machine learning: 1. Detect movement in a video
2. Stock trading bot
3. Track a person in a video
4. Speech emotion recognition
5. License plate recognition
6. Identify the language used in a text 1 of 2

→ View original post on X — @abacusai

4 February 2023

LLMs: First Major Success in Deep Learning History

By

@fchollet

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04 February 2023 22h22

I don't remember word2vec trending on Twitter or being front page news. Or creating a billion dollar market. LLMs are the first big success story in their lineage.

→ View original post on X — @fchollet

4 February 2023

New Course Iteration: Advance in Foundation Models Released

By

@jeande_d

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04 February 2023 21h25

(The new iteration of the course, rebranded to Advance in Foundation Models is found here: https://
stanford-cs324.github.io/winter2023/)

→ View original post on X — @jeande_d

4 February 2023

Investors’ Credit-Taking Paradox Frustrates Founders

By

@sama

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04 February 2023 20h34

investors take way too much credit for successes and not nearly enough responsibility for failures, and this drives founders crazy to a degree that’s hard to explain

→ View original post on X — @sama

4 February 2023

LLMs Can Only Automate Boilerplate Code Worth Eliminating

By

@fchollet

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04 February 2023 20h10

The only kind of "BS" that can genuinely be automated with a LLM is… boilerplate. But here's the thing — boilerplate that can be automated away is also boilerplate that we could do away with altogether.

→ View original post on X — @fchollet

4 February 2023

Single Flag Changes Can Match Months of Optimization Work

By

@karpathy

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04 February 2023 19h52

I love how sometimes changing one integer/flag can have the same impact as a 1 month optimization project. You just know there is some OMP_NEVER_HEARD_OF=3 that gets addition 3% MFU. Or my personal favorite – that undocumented bios flag that only 4 people on Earth know exists 😀

→ View original post on X — @karpathy

4 February 2023