BUILD YOUR OWN CHATGPT.
“Only 1% of students can build this.”
The other 99% are merely writing prompts into a web chatbot.
Soon your resume will say:
I built GPT from scratch.
In tech interviews, anyone can talk about prompt engineering. But when you explain how GPT actually processes tokens and calculates attention, you stand out immediately.
2 DAYS. 6 HOURS. FULL BREAKDOWN.
Constructed for deep comprehension without fluff. We spend 3 hours understanding how a model reads and focuses, and 3 hours building, training, and running inference.
How a Model Reads and Focuses
What an LLM Really Is
Text to Numbers (Tokens & Embeddings)
The Attention Mechanism Worked By Hand
Building, Training, and Using the Model
The Transformer Block & Stacking
Training Your ChatGPT Model
Text Generation & Sampling
NO CODING EXPERIENCE NEEDED.
You do not need prior machine learning experience, advanced mathematics, or coding proficiency. The code is pre-written and curated from Sebastian Raschka's proven architecture.
Training Script Provided
No typing from a blank screen. You execute clean, ready-to-run Google Colab cells.
Visual Math
Calculus is replaced with visual matrix intuition and calculations worked by hand.
Open To Everyone
From 1st-year students to working developers, anyone can follow along and finish.
CHOOSE YOUR PASS.
Encrypted payment processed through Razorpay. UPI, Cards & Netbanking accepted.
FREQUENTLY ASKED QUESTIONS.
Do I need to know Python or machine learning beforehand? +
No. The code is entirely pre-written and designed for conceptual comprehension. You do not write raw code from a blank screen during the session. We walk through how tokens turn into matrices, calculate attention dot-products by hand, and execute the training notebook in Google Colab with one click.
What kind of ChatGPT will I build, and how does it work? +
You will build and train the exact autoregressive Transformer decoder architecture that powers ChatGPT. We implement tokens, embeddings, causal multi-head attention, and feedforward blocks in PyTorch, then execute the full training loop directly in Google Colab so you see your model predict and generate text in real time.
How will I join the live classes after registering? +
As soon as your payment is verified, you receive immediate confirmation on screen, an email receipt, and a direct link to join the private WhatsApp cohort community where meeting links and notebooks are shared.
Can I register together with friends or batchmates? +
Yes. Select the Trio Pass to register 3 seats at ₹799 each (₹2,397 total instead of ₹2,997). You register as the primary contact, and we will send separate onboarding credentials and certificates for each person.