Undergrads & Master's Students:
Master Machine Learning Without Crazy Math, Long Hours, Or A PhD
Watch the video below to learn about the Beginner's Blueprint!
_edited.jpg)
Amit R
IIT Madras 2025
I love that there is minimal theory to get started. This is exactly how I wanted to learn.​
_edited_edited_edited_edited_edited.png)
Shekhar C
NYU 2024
The courses have been a LIFESAVER. They're almost like a personal expert by your side.​
Chang L
Ex-Yahoo AI/ML Engineer
Significantly boosted my confidence. Highly recommend for anyone serious about advancing.​
The Beginner's Blueprint
01
Generative LLMs
This course takes you from the basics of ML to implementing Attention Is All You Need and training your own mini LLM.
​
You can go through this course for free on the site.
02
Fine Tuning LLMs
This course covers how to fine tune open source models like Llama from Meta (without an expensive GPU).
​
Hiring managers have confirmed that a strong fine tuning project makes a portfolio stand out.
03
Applications of Transformers
This course covers how to build multimodal AI.
​
Be prepared to dive deep into PyTorch and Transformers.​​
Blueprint Bonuses
These come at no extra charge.
01
Top 50 AI/ML Papers [Full List]
Save yourself the time of finding must-read papers with this list.
02
15 Technical Breakdowns [More Video Lectures]
Save yourself the time of reading 15 papers with a walkthrough of the critical concepts.
03
Resume Revamp [1 On 1 Call With Dev]
I don't have a secret formula to land every interview, but I do know how to write a resume and optimize your chances.
Head Instructor Dev here.
If you haven't watched the video I made for you above, please do so now.
After helping thousands of students build their ML portfolio...
I've created 3 detailed courses that cover exactly how to build ML projects.
They're all contained within the Beginner's Blueprint.
But demand has been skyrocketing, and I only have 24 hours in a day.
Because of this, prices will increase soon.
Trusted By Students Around The World
Simon Wang, Singapore
"Dev has a knack for simplifying complex concepts."
Jane Grant, New York
"This course contains detailed concepts that you won't find collected together anywhere else."
Rafael Ruiz, Spain
"I love how all the concepts are tied together from module to module."
_edited.jpg)
Stefan E
I followed the free course recently and it was amazing. The GPT section vastly improved my understanding.
_edited.jpg)
F. D. K.
Oh my your videos are so good. I've been trying to get into ML, but found it difficult until I found your videos.
Tim Y
Thank you! I think you're the only person who has created ML practice questions like these.