Welcoem to posts!!
in the future - u will be able to do some more stuff here,,,!! like pat catgirl- i mean um yeah... for now u can only see others's posts :c
For those who are into Agentic AI, here is a video about how Large Language Models are being used to play video games, from rule-based games like Atari/Pacman, to complex open-world games like Minecraft! This is one of the first videos I ever worked on (sorry for the jank). If you are a new subscriber interested in this area - I highly recommend giving it a go. Its got a wealth of information about prompting techniques, RAG, CoT, and the glorious intersection between prompting and Reinforcement Learning (RL) for task-based AI. Enjoy!
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New video is out on Vision Transformers. I tried to explain how and why VITs work through some pretty dope visualizations, and did a short tutorial on how to implement them from scratch in Pytorch. Check out the video here!
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Quick channel update! The next video is about implementing Vision Transformer models! I will cover the major concepts behind Vision Transformers and reuse the attention/transformers implementation from the Language Model video to work for images! Hopefully, I'll have it ready in 3-4 days!
If the Language Model video flew under your radar, feel free to check it out below. :)
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Sharing one of my favourite projects I have worked on for this channel - an end-to-end implementation of Stable Diffusion! If you have wanted to learn what goes on under the hood and gain the intuition behind generative art models, I think you will enjoy this video! As usual, we start from the absolute basics and ramp up as the video progresses, so there is something to learn for everyone. :)
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Diwali/Halloween Special! In this video, we implement a Generative Language Model from scratch in Pytorch! Along the way, I'll explain everything from first principles - matrix multiplication, semantic similarity, attention scores, contextual embeddings, causal attention, transformers, and train a simple language model on a toy dataset! Hope y'all enjoy. Leave a comment on the video coz that helps the channel massively!
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New video! This is a comprehensive visual tour of RAGs (Retrieval Augmented Generation).
This should be useful for anyone currently working with LLMs and Databases, or planning to learn about them. I have tried to simplify most of the major ideas in the field - hope y'all enjoy! Leave a like on the video for good karma.
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If you are interested in Computer Vision, and haven't watched this video, please give it a try! This is a walk through the entire history of Convolutional Neural Networks through visualizations and milestone algorithmic inventions.
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We hit 10K subs LFG!🔥🔥🔥
It’s been a slow and steady process, no miracles or overnight surprises, lot of learnings and fun along the way… it’s taken me a year and a half but finally I’ve hit that 5 digit subscriber count!
I want to thank you all! I hope to continue to bring good content you guys and girls. If you have any feedback, video ideas, or suggestions, PLEASE feel free to drop an email at ➡️neural.avb@gmail.com⬅️
Once again, I want to thank you all for being so magnificent and encouraging 🙏. Also want to thank past me coz I took the plunge and started this channel, and my girlfriend for being supportive throughout. We did it babe!
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To my Indian friends, wish you all a Happy Durga Puja, and Shubh Navaratri! :)
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AI, Deep Learning, Machine Learning