Welcome to GPT Learning Hub!
To help you get started ASAP, I've put together a concise guide that I call the First-Principles Framework.
Please watch the video below for more information!
Amit R
IIT Madras 2025
I love the attention to detail that Dev provides, with minimal theory to get started with implementation. This is exactly how I wanted to learn.​
Shekhar C
NYU 2024
The courses have been a LIFESAVER for me. They're comprehensive and easy to understand, almost like having a personal expert by your side.​
Chang L
Ex-Yahoo AI/ML Engineer
The structure has significantly boosted my confidence in AI/ML. Highly recommend for anyone serious about advancing in this field.​
The First Principles Framework:
01
4 Must Know ML Concepts [Written Guide]
I've poured my heart and soul into this guide, iterating countless times to ensure that it's easy-to-read, clear, & concise.
02
PyTorch Deep Dive [Written Guide]
PyTorch is the #1 framework for implementing Machine Learning concepts. This 35-page guide is a cheat code to Neural Networks, PyTorch fundamentals, and implementing training loops.
03
Five Day ML Challenge [Written Guide]
This is the final written guide. Once you've mastered the fundamentals, challenge yourself to learn one additional concept a day, for five straight days.
Framework Bonuses
When you secure the Framework today, you also get access to
three more bonuses at no extra charge.
01
RAG [Lecture + Coding Walkthrough]
RAG (Retrieval Augmented Generation) is a must-know
topic for aspiring Machine Learning Engineers.
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I've created a 30-minute explanation of RAG that also includes a line-by-line coding walkthrough.
02
Vision Transformer [Paper Breakdown]
In 2021, Google released the Vision Transformer, transforming Computer Vision forever.
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I've created a video lecture breaking down this crucial paper, which will save you valuable time.
03
Intro to Reinforcement Learning [Video Lecture]
Reinforcement Learning (RL) is a rapidly growing and exciting field of Machine Learning.
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I've created a 25-minute intro to RL covering the must-know fundamentals.​ Secure it and kickstart your RL journey today.
Head Instructor Dev here.
If you haven't already watched the video I made for you above, please do so now!
After helping thousands of students master ML fundamentals...
I've summarized the must-know concepts into 3 concise study guides.
I want to share these guides with you through the First-Principles Framework.
There's just one catch.
This is a limited time offer, and I can't guarantee it'll be available at this price forever.
Trusted By Students Around The World
Simon Wang, Singapore
"Dev has a knack for simplifying complex concepts."
Jane Grant, New York
"This course contains a wealth of detailed concepts that you won't find collected together anywhere else.
Highly recommend."
Rafael Ruiz, Spain
"I love how all the concepts are tied together from module to module."
Stefan E
I followed the free course recently and it was amazing. I had some exposure to ML, but the GPTs section vastly improved my understanding.
F. D. K.
Oh my your videos are so good. Please keep making more. I've been trying to get into ML, but found it difficult until I found your videos.
Tim Y
Thank you for creating the practice questions! I think you're the only person who has created ML practice questions like these.