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Reccomend me some podcasts on AI and ML

I realize I don't understand anything about either subject and the oreilly book is like $80

I want stuff that is fairly technical if possible. Ebook recs would be good as well

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All podcasts :marseychudjamming: suck. Just look up machine :marseysnappy: learning :marseyreading: university :marseygrad: lectures :marseylongpost: on YouTube.

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The issue about informational content about anything AI related is the gap between technical depth and accessibility.

Do you have a background in this field? Do you know why only attention matters? Can you tell the difference between a CNN/RNN? Does it even matter? - Or do you just wanna keep up with latest developments? If that's the case I'd just recommend reading HN whenever a new 'groundbreaking' breaktheough is achieved.

In case you already have some knowledge, Edan Meyer does good videos on selected topics in AI. He doesn't go into any actual technical detail but without a very solid math background one would be lost either way.

I quite like his video on Stable Diffusion which includes an explanation and some actual hands-on examples.

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I want more than a fascile understanding of AI and ML and even though I wont understand most of it I want to know what goes on in an LLM. Like how even though I'm a brainlet ai still kind of understand how a computer works down to the silicone level.

I got into some of it, how the model processes nodes, and stuff about weighting and it's all v interesting.

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Then I'd recommend the following.

I love this book: https://www.deeplearningbook.org

This book can be useful for a variety of readers, but we wrote it with two target audiences in mind. One of these target audiences is university students (undergraduate or graduate) learning about machine learning, including those who are beginning a career in deep learning and artificial intelligence research. The other target audience is software engineers who do not have a machine learning or statistics background but want to rapidly acquire one and begin using deep learning intheir product or platform.

It uses the following architecture. Feel free to skip a chapter if you think it isn't worth the time:

https://i.rdrama.net/images/17013128305592773.webp

Besides that, Microsoft offers good courses for ML Beginners and AI Beginners. Chiobu linked that below.

Good luck.

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:#marseycomradehandshake:

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What's the likelihood that this branch of AI hits another brick wall?

I guess the math is advanced enough you can totally apply to other fields even if this peters out?


Follower of Christ :marseyandjesus: Tech lover, IT Admin, heckin pupper lover and occasionally troll. I hold back feelings or opinions, right or wrong because I dislike conflict.

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In all honesty after some cursory research I think this version of ML will change computing. I think within a decade optimized LLMs will be doing most of the high level computing inside everyday devices. The applications are endless, and in lots of cases programs that now exceed millions of lines of code could ostensibly be replaced with an LLM

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I think people who say it's :marseysal: are r-slurred for sure, but I am curious what the limitations looks like w.r.t. "hallucinations". Not from an "ethics" BS perspective but from a "if X is supposed to do Y but doesn't do it reliably, that's really fricking annoying" from a user perspective..


Follower of Christ :marseyandjesus: Tech lover, IT Admin, heckin pupper lover and occasionally troll. I hold back feelings or opinions, right or wrong because I dislike conflict.

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Near future: they design very controlled datasets and scrutinize the output. End user LLMs will be restricted wrt outputs and inputs.

Long term: they figure out how the neural network actually works and stop it from hallucinating

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Awesome, thanks

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https://i.rdrama.net/images/17013149113530877.webp

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88wc podcast episode 1

AI and Machine Learning

Chapter 1

Introduction

We have all thought about what it would be like to be a ruler during the Roman empire.

Chapter 2

What is Machine Learning?

Machines learning. Learning is an interesting concept not many choose to delve into. But it is the process of refining all available information into what is relevant towards some goal, whether it be learning to ride a bike by observing what works to keep you balanced, or learning to draw by observing how a brush feels in your hand. With ML, it's similar in that a computer can do trial-and-error tests, but does so many so fast in the span of a second that it's almost as though its conclusions are the result of abstract thought.

The computer's greatest strength is the speed at which it's able to do something repetitive. For instance, finding π by placing tiny dots on a circle to find its area.

In the human brain when a thought is connected to another thought, there is a link between neurons, that ks associated with the two thoughts, that gets larger. Like literally, it's a real physical link. Like marsey and rdrama.. until the link is so strong that upon the presence of a marsey, rdrama is already present in the conscious space as it is a part of the neural linking. Machine Learning uses this same concept.

Chapter 3

The Fall of the Holy Roman Empire

Corruption, greed, and inactive admins. It was very dramatic.

 -

Thanks for tuning in, make sure to watch out for the next episode where we touch up more on AI and what it means for you.. and coomers around the globe.

This podcast has been brought to you by #faⅽtcheck and has graciously offered to fact check these podcasts.

Factcheck: WARNING! THIS CLAIM HAS BEEN CLASSIFIED AS DANGEROUS. PLEASE REMAIN STILL, AN AGENT WILL COME TO MEET YOU SHORTLY.

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Ma'am we've been over this before. You need to stop.

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cannot stop will not stop

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https://microsoft.github.io/generative-ai-for-beginners

if you search that link on hackernews you'll find a post with more technical guides

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This is really good, thanks

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Ive asked about some fundamental concepts before and people told me to ask ChatGPT...which is probably fair.


Follower of Christ :marseyandjesus: Tech lover, IT Admin, heckin pupper lover and occasionally troll. I hold back feelings or opinions, right or wrong because I dislike conflict.

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Did it work?

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I didn't try, I've been learning other tech stuff for my job so I'm already swimming in jargon :marseybeandizzy:


Follower of Christ :marseyandjesus: Tech lover, IT Admin, heckin pupper lover and occasionally troll. I hold back feelings or opinions, right or wrong because I dislike conflict.

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:#marseymummy3:

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