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Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

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81–90 of 97 posts

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#81
post #2

Simon's blog is excellent for an SWE For a general audience - https://www.ai-supremacy.com/?utm_source=substack&utm_medium... Fromm inside the AI Labs - https://aligned.substack.com/ https://milesbrundage.substack.com/ for swe - https://artificialintelligencemadesimple.substack.com/

What is Simon's Blog? When I search that I get one blog about politics and another about IELTS (learning/teaching English).

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#82
post #2

Simon's blog is excellent for an SWE For a general audience - https://www.ai-supremacy.com/?utm_source=substack&utm_medium... Fromm inside the AI Labs - https://aligned.substack.com/ https://milesbrundage.substack.com/ for swe - https://artificialintelligencemadesimple.substack.com/

What is Simon's Blog? When I search that I get one blog about politics and another about IELTS (learning/teaching English).

Simon Willison's blog: https://simonwillison.net/

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#83
post #25

Earlier quoted context omitted.

Out of sheer curiosity, how much time did you spend on it on average? How much of this knowledge are you using now?

Not the poster you responded to but I learned quite a bit from kaggle too. I started from scratch, spent 2-4 hrs per day for 6 months & won a silver in a kaggle NLP competition. Now I use some of it now but not all of it. More than that, I'm quite comfortable with models, understand the costs/benefits/implications etc. I started with Andrew Ng's intro courses, did a bit of fastai, did Karpathy's Zero to Hero fully, a…

Thanks; this is a very helpful and informative reply. Are you referring to DeepLearning.AI?

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#84
post #2

Simon's blog is excellent for an SWE For a general audience - https://www.ai-supremacy.com/?utm_source=substack&utm_medium... Fromm inside the AI Labs - https://aligned.substack.com/ https://milesbrundage.substack.com/ for swe - https://artificialintelligencemadesimple.substack.com/

What is Simon's Blog? When I search that I get one blog about politics and another about IELTS (learning/teaching English).

[deleted]

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#85
post #70

It sounds like you want more broad stuff, not necessarily learning how to train models. More like learning to use them and how they work. https://news.ycombinator.com/item?id=36195527 and Hacker's Guide to LLMs by Jeremy from Fast.ai - https://www.youtube.com/watch?v=jkrNMKz9pWU State of GPT by Karpathy - https://www.youtube.com/watch?v=bZQun8Y4L2A LLMs by 3b1b - https://www.youtube.com/watch?v=LPZh9BOjkQs Visualizin…

For Bluesky, there's a Starter Pack consisting of only Google DeepMind employees. Seems like a good place to start on Bluesky: https://bsky.app/starter-pack/sharky6000.bsky.social/3l7kt6x...

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#86
post #85
post #70

It sounds like you want more broad stuff, not necessarily learning how to train models. More like learning to use them and how they work. https://news.ycombinator.com/item?id=36195527 and Hacker's Guide to LLMs by Jeremy from Fast.ai - https://www.youtube.com/watch?v=jkrNMKz9pWU State of GPT by Karpathy - https://www.youtube.com/watch?v=bZQun8Y4L2A LLMs by 3b1b - https://www.youtube.com/watch?v=LPZh9BOjkQs Visualizin…

For Bluesky, there's a Starter Pack consisting of only Google DeepMind employees. Seems like a good place to start on Bluesky: https://bsky.app/starter-pack/sharky6000.bsky.social/3l7kt6x...

P.S. Just noticed there's also one for xAI: https://bsky.app/starter-pack-short/BYkRryU

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#87
post #83
post #25

Earlier quoted context omitted.

Not the poster you responded to but I learned quite a bit from kaggle too. I started from scratch, spent 2-4 hrs per day for 6 months & won a silver in a kaggle NLP competition. Now I use some of it now but not all of it. More than that, I'm quite comfortable with models, understand the costs/benefits/implications etc. I started with Andrew Ng's intro courses, did a bit of fastai, did Karpathy's Zero to Hero fully, a…

Thanks; this is a very helpful and informative reply. Are you referring to DeepLearning.AI?

I started with this 3 part course - https://www.coursera.org/specializations/machine-learning-in.... I think the same course is available at deeplearning.ai as well, I'm not sure, but I found coursera's format of ~5 min videos on the phone app very helpful (with speed-up options). I was a new mother and didn't have continuous hours of time back then. I could watch these videos while brushing, etc. It helped me to not quit. After a point I was hooked & baby also grew up a bit and I gradually acquired more time and energy for learning ML. :)

fastai is also amazing, but it's made of 1.5 hour videos, and is more freeflowing. By the time I even figured out where we stopped last time, my time would sometimes be up. It was very discouraging because of this. But later, once I got a little more time & some basic understanding from Andrew Ng, I was able to attempt fastai.

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#89
post #51

Earlier quoted context omitted.

I agree with this statement, most YouTube channels are incentivized to keep repeating the same trivial information like how to compose prompts etc

Completely agree in general, but his are not that. Yes he talks about recent stuff but it’s very considered and not attention or influence seeking IMO

I also like Matthew Bermans rundown on the latest AI news https://youtube.com/@matthew_berman?si=5VvVSfQ-hsT6DHSM

Re: Ask HN: Recommendation for a SWE looking to get up to speed with latest on AI

#90
post #6
post #4

I don't think it's a good idea to kepp up to date at a daily/weekly cadence, unless you somehow directly get paid for it. It's like checking stocks daily, it doesn't lead to good investment decisions. It's better to do it more batchy, like once every 6-12 months or so.

How do you do that? Once you're out of the loop for half a year, it becomes harder to know what's important and what's not, I think.

It also becomes easier. If you missed the early 2000s SOAP hype for example you ... just saved a load of time. Maybe stepping back you can avoid langchain etc. and various other workaround tooling and see what wins.
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