How to Install GPU Driver on Ubuntu

There are lots of tutorials on the internet on how to install a GPU driver on Linux. However, I end up searching again every time I want to install a GPU drivers and I get frustrated when there are multiple ways of doing the same thing and I don’t know which one is the best. Also, there are some things I’ve learned which I’d like to share it. I’ve tested this on 3090 GPU and Ubuntu 22....

March 2, 2024 · 5 min · 1026 words · Amir

Elements of a Deep Learning Method

I’ve been thinking for some time about this and I want to share my thoughts about it. What are the elements of a deep learning method? If I read a paper in DL world, what questions I should ask to see if I understand the paper properly? This may seem trivial for some people as they intuitively understand it by reading some papers. Specifically, I’ve been reading YOLO-series papers and I always had a question in mind....

November 27, 2023 · 4 min · 821 words · Amir

Machine Learning Blogs and Resources

It is a necessity that anyone should follow some podcasts and blogs for his/her field. ML is not an exception. This is the stuff I find useful, and I try to read or watch them every now and then. ML People (Blogs) Andrej Karpathy Andrej Karpathy - Andrej Karpathy blog Yann LeCun Yann LeCun’s Home Page Andrew Ng https://www.andrewng.org Chris Olah Home - colah’s blog Alfredo Canziani atcold.github.io Cassie Kozyrkov Demis Hassabis Geoffrey Hinton Yoshua Bengio Kate Crawford - Atlas of AI Lex Fridman Soumith Chintala Yoshua Bengio - ruder....

May 18, 2023 · 3 min · 483 words · Amir

Youtube Channels Which Talk about AI

Yannic Kilcher Yannic is actually one of the brightest people I’ve ever met. He is knowledgeable mostly in NLP and also knows Computer Vision and some Reinforcement Learning. Here’s a list of videos from him which I liked a lot: How I Read a Paper: Facebook’s DETR (Video Tutorial) - YouTube: I recommend this one a lot. I’ve learned a lot from it. Machine Learning PhD Survival Guide 2021 - Advice on Topic Selection, Papers, Conferences & more - YouTube An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Paper Explained) - YouTube MLP-Mixer: An all-MLP Architecture for Vision (Machine Learning Research Paper Explained) - YouTube AI Coffee Break with Letitia She is very good at NLP and Transformers....

February 12, 2023 · 4 min · 692 words · Amir