Day 19 of studying deep learning until it's enough (Summary of what I learned today)

[@devotedros]

Hey hi, brother you are already doing so great ! I just have a suggestion that u share your learnings on twitter too, coz there are more readers who would love it, as not everyone goes through yt videos. Still keep on doing these yt vids, bless you ! Looking to learn more from these : )

[@moolmohino]

I was thinking about making shorts! Thanks for the suggestion

[@miilkkturk]

Hi I am also studying deep learning with torch. I am around the same place you are in terms of learning pretty cool to see someone else learning this stuff too keep it up!!!

[@moolmohino]

Thanks! Good luck with your study as well!

[@brennenpice4562]

hey, im currently going through multivar calc and linear algebra, how important and beneficial is understanding the math behind deep learning and neural networks to creating my own NN’s even when using frameworks like pytorch or tensorflow? also i love your videos they are awesome and inspiring to me, because i am also studying to launch myself into this field❤🎉 thank you

[@moolmohino]

Goodluck and thank you! For Neural Networks, you do not have to really understand the math to build awesome models in my opinion. If your curious of how the NN models output certain values for each layers or how it works, then definitely math is beneficial. Also, machine learning models as well - you do not really need math to understand because you can simply learn what each parameter does for each model and just write code and fit your data. But if you want to know deeply why and how the model works, then math is beneficial to understand.

[@musabkhan6160]

Also, techniques which you are using for studying could be classified as active learning. you are drawing concepts seeing how they are related and why something is important. could you share any resources or book or podcast or any valuable info which will help me while studying

[@moolmohino]

Yes! Are you asking resources in terms of data science?

[@musabkhan6160]

​@moolmohino both data science and how to learn. Iam sure you have valuable insights as to how to learn material deeply

[@musabkhan6160]

Hi i would like to setup screen sharing , and record myself. I feel this would hold myself accountable and improve quality of my studying hours. Could you please share what software tools you use to record, screen share. I want softwares and equipments which are not heavy to setup and consumes heavy cpu resources , i have pc 2 phones. By chance do you use OBS studio to record

[@moolmohino]

Yes! I use OBS studio to record. Plus, I use cheap microphone and headphones which I got from amazon. I will make a separate video to go through a lot of things!

[@musabkhan6160]

​@moolmohino i have similar pc specs with you, but when i use visual studio, chat gpt, and few other sites plus OBS it consumes lots of resources of my cpu. Mainly OBS, is there any guide to make sure OBS is configured to consume minmum resources

[@moolmohino]

@@musabkhan6160 hmm i think the easiest way is to look up online to change your settings. Else, you would have to upgrade your cpu, ram or other parts of the PC