Build Your First PyTorch Model (Linear Regression)

In this step-by-step tutorial, we dive into the fundamentals of building your first PyTorch model, focusing on Linear Regression. Whether you're new to PyTorch or looking to solidify your understanding, this video is designed to guide beginners through the process of creating a simple yet powerful machine learning model.
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[@japhy2799]

Thanks for the video. Please keep making videos because it's so instructive.

[@RyanNolanData]

I will!

[@thaimeuu]

Not fully resolves my problem but thank you still. I am familiar with numpy, somewhat used to keras syntax but pytorch just freaks me out. Torch is versatile but very complex and confusing for beginners like me.

[@RyanNolanData]

I have a full PyTorch playlist. I was studying this for a while when there was a possibility to use it at work, but sadly that project was shelved

[@NgocVinhNguyen-fx5lr]

Great video

[@RyanNolanData]

Thank you

[@iporkedyourdog]

I was following a long with this video, however I wanted to give the model a more complex problem. I created six random numbers, in the range of 1, 10,000 as well as their sum, and stuck them into a csv file. After fooling with the size/epochs etc, it was able to predict the sum of the 6 inputs almost perfectly every time.
So, I decided to step it up a notch and make the expression a bit more difficult, instead of just adding the numbers, I performed a few different mathematical operations on them.
result = n1 + n2 - n3 * n4 - n5 + n6
Now, three days later, after messing with different batch sizes, normalizations, learning rates, loss functions, optimizers, activation functions, I CANNOT get it to accurately predict my 'result'.
Do you have any idea how I could get this to work? surely its possible?

[@mianmuhammadmusharraf519]

Can you guide me to some resource where I can learn how build a model using custom images dataset for regression. I am kind of lost.

[@RyanNolanData]

Hey, there may be some articles or GitHub repos? I tend to look at both before preparing a video. Also ask chatgpt? It’s been very helpful breaking down coding steps when confused. Also I may cover this in the future but I’m pausing my PyTorch series since I can’t use it at work

[@mianmuhammadmusharraf519]

@@RyanNolanData Sure, thank you so much!