DO NOT start your MACHINE LEARNING journey like this...

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Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!
#machinelearning #python #datascience

[edmonddantes]

Totally agree. It's like beginning your ML journey with stable diffusion and backward stochastic processes 😂.

[tejassrivastava]

How about you creating a roadmap for beginners if possible? It'll help us a lot.

[leonardputtmann]

I'd say start with understanding how logistic regression or a decision tree works. It's not too complex and will probably give you a quick sense of achievement. :) Trying to understand simple neural networks (MLP) is also quite nice. That's how I started,

[arsiveparkour]

True that. Starting with basics takes time. But it'll make concepts like transformers simple to understand

[gustavomaia]

I am a beginner in ML, i start by math kkkk, i get the book "Pattern recognition and machine learning", but i realized that the math of high school aren't enough, so i studying linear algebra and multivariate calculus to hit the book. The feeling that brings me to ML was understand how it's works, so i trying to get the things from stratch. This is working for me, but may not work for another and this is the life.

[arturtomasz]

True about implementing, training, fine-tuning, etc..
However...
How about (very) high-abstraction usage?
Using T-5 for in-context few-shot is pretty simple with hugging face and gets impressive very easily.
Similarly as second project using pre-trained LLM for embedding sentences into vectors and training just classifier for document classification or spam detection.

But yeah if you want to understand how neural networks run beneath the surface... Maybe start with perceptron or MLP...

[monsieur_piyushsingh]

Start with building a artificial general intelligence and then work your way back towards "how maths was created"

[GuitarBob]

Starting out my degree in data science with linear algebra and statistics using Matlab and Rstudio. Also getting more comfortable with Python. Hope to learn about machine learning later after I have a foundation.

[AhHaAhHaAhHa]

Learn classification and regression, advanced algorithms, unsupervised learning and know your algebra/calculus

[fabiano]

Well, I started with Bumblebee. I kind of enjoyed it.

[zalty]

Hey do you have a roadmap currently know python but have only used it for web and games how can I start

[dyvjo]

Can I get roadmap of machine learning! Plz

[yolow]

Ml will be hard I want to know how can we start with machine learning

[ko-Daegu]

I dunno I never read AI papers while math and code is nothing new to me ..
I went thru attention is all you need I don’t see how Starting with transformers is a hard thing the model looks quite easy to me once I understood the concept of attention

[sushilkumar]

Me wondering what's a transformer

[xXMaDGaMeR]

Oka no way in hell that the person who said “start with transformers” knows shit about them. Cuz if he did, he wouldn’t be throwing out that suggestion.

[satoshinakamoto]

xDD i'm definitely guilty of this

[ayodelayakinpeloummy]

pls, the kernel in my jupyter notebook used to stop by itself and i have not been able to complete any project in two weeks now, i am planning of using vs code which i doubt is as seamless as jupyter notebook. pls while i am planning using vs code, what do you suggest as the solution

[hugaexplit]

Who, in their right mind, suggested to start with transformers??? 🤣

[mastervibes]

Actually brain surgery doesn't hurt because there is no nerves inside the brain.