Learning Machine Learning has never been easier #shorts #machinelearning #statistics #datascience

Good to mention this book is in Python and R!

Yeah it's easier because now we can ask chatgpt

Teach your kids Python, you'll thank me later.

Lol

As a Uni student from a ML program, this ain't true guys, particularly when it comes to understanding all the Math magic behind it. But it's damn interesting and rewarding (at least for me)

most tech bros think ML is only neural networks not statistical learning on tabular data.

Nice

Read this in college

Thanks hoggman

hahahaha so basically do what should be done since the invention of the book, copied

Let me pick up C++ for it 👨‍💻

Thanks for inspiration!

Now this is an actual good way of learning, i see so much python ml developer doesnt know what behind all those class and function. Everything is abstracted that made us not learning just using.

Math I can't escape it can i

Linear regression is an incredibly simple algorithm, that is not proper machine learning the way we think of chatGPT and DALL-E! Anybody that knows calculus and very basic linear algebra can learn linear regression in a couple weeks, the actual hard part of machine learning is when the problem is difficult enough to warrant an algorithm that requires training. It's understanding how a neural network is optimized, or how a transformer works, or what diffusion is, that's the part of machine learning that has all the opportunities, and you really do have to go to school to learn that. This stuff for comparison is something that is taught in high schools even. It's quite literally something you can teach to a teenager.

Step 1: Name 10 books

Says to learn machine learning - recommends statistics book - shows linear regression.

Lmfao

If you think you can learn ML with one book, I have bad news for you...

Comon bro it is easy pff

🤡🤡🤡

Popping in a big thanks here since I was looking for a starting point in machine learning. This + the Google Courses will be great. Python - here I come.

That’s just learning how to run code on simple and overused benchmark data

spss is it?

I have studied data science but I don't have any certificate, can I get a job?

ML is dead, dont waste your time

How to learn :
1) get the book
2) learn what's in it
3) let the machine knows it's cat or a dog 😂

Machines Learning Machine Learning.

Favorites language
Javascript 🤔

Test

hey @GregHogg what is this vsCode Theme please?

Was this code created for personality test?

Sir where can I learn scikit I searched in you tube but they are only few and its not suitable for me

Saying easy is wild

going to heaven has never been easier.
Step 1: look at the sky
step 2: be in heaven

Where can I get it free?

ESL (elements), is a bitch even with someone with a bit of a background, i spent oh idk 8 hours on a covariance SVD proof for like decomposing effect.

Could be harder or easier than i remember, its really just about mathematical patterns. ISL is good, but completely trivial

Awesome

thanks

❤

Machine learning

I didn't even understand a word you said.

And that is why

Code literally makes 0 sense like yall just be pulling those letters an numbers outcha ass

you have the most programmer voice if ever heard

if you have a stronger math/stats background I would instead suggest murphy's probabilistic machine learning (vol 1 and 2). I work in ML research and to this day I still reach for that book when I need a refresher on a topic

If I learn ML can I also create YT shorts too?

te quiero<33

I'm finishing up these lovely courses in my master's rn it was a journey. Our prof didn't want us to just import torch or premade models from huggingface blindly, he made us rewrite entire libraries for fun to show we actually understand it. (Of course with a lot of scaffolding code) Made me appreciate algorithms much more - the dp and greedy from implementing Beam search, deriving the back propagation got me to learn how there are so many simultaneous matrix multiplications which GPUs with CUDA can help digging into its architecture :) I still won't recommend the course tho lol - unless you like to flat out work 24/7
Its nostalgic because I remember watching this exact video the summer before starting said masters program