Half way mark of the year, Thanking God for the progress. Dove deep into machine learning this half, from understanding the math to building towards multi layer networks from scratch. Enjoying every moment, looking forward to more wins
#July#Dev#Python#MachineLearning
@CurioSock It hit the most when you do it in anticipation of funds that never comes. Just another reminder that I’m not there yet, so I just pick up my laptop and start building stuff.
It also would help to brush up on chain rule and linear algebra (dot products, vectors, matrices). That should give you the foundational math you need going in, but don’t sweat it
If you are getting into neural networks and backprop, Zero to Hero by Andrej Karpathy is a solid start. I’ve been following it myself recently. Get basic derivatives (calculus) and Python OOP down first, makes it smoother
https://t.co/6aL2XSIYzY
#MachineLearning#AI#Backprop
@neuralpat Which is really all just fancy words for saying “figuring out how much does changing this particular weight affect the final output of our loss function”. Update and iterate. Cool stuff currently working on a small math expression solver model.
@neuralpat Really cool stuff when it all started connecting, been learning the same thing. From what I’ve learned so far we apply chain rule to the partial derivatives of our weights in backprop in order to update those weights.
@WhatTheDaksh Yeah until you are told you have used up your yearly quota 😂😂😂. But seriously though, how much usage did you get? And were you using lighter models?
The average tech student roadmap:
2012
Engineering is the safest option
2015
Learn Java and get placed
2017
Android development is the future
2019
Full Stack Developer = guaranteed job
2020
Crack FAANG or nothing
2021
Everyone launching a startup
2022
Build in public, become a founder
2023
AI will make developers 10x faster
2024
AI might replace developers
2025
Junior roles want senior experience
2026
"Maybe I should prepare for UPSC..."
2027
Remote village + stable income sounds amazing
2028
Opening a chai café with the boys ☕💀
Too real?
@AronOzmeir@BadalK99277@Microsoft Not like I didn’t do research, and I know the question was vague. But it’s also good to ask questions sometimes you know.
But thanks men, you worked for your knowledge. I’m not even mad.
@AronOzmeir@BadalK99277@Microsoft Thanks, that’s why I said I get what you mean. And I don’t need my hand held lol, just asked. But thanks though, nice to be pushed like this every now and then. Good to make you wanna know more