Course Details
60 Days. From Zero to AI Builder
45 days of deep learning + 15 days building a real product. A complete, hands-on program from fundamentals to shipping AI.
Hands-on Highlights
This program is designed around shipping functional, production-ready AI applications from day one. You will move beyond theory and build real products.
- 1Build neural networks from scratch using PyTorch
- 2Train and deploy a computer vision classification model
- 3Fine-tune an open-source LLM on custom datasets
- 4Ship a full-stack AI application in 15 days
Detailed Syllabus
Mathematics & PyTorch Fundamentals
- →Linear algebra & calculus for deep learning
- →Building perceptrons from scratch
- →PyTorch tensors and computational graphs
- →Training your first multi-layer perceptron (MLP)
Computer Vision & CNNs
- →Convolutional Neural Networks (CNNs)
- →Image augmentation and regularization
- →Transfer learning (ResNet, EfficientNet)
- →Deploying an image classification API
NLP & Transformers
- →Word embeddings and sequence models
- →The Transformer architecture (Attention is All You Need)
- →Building a custom RAG (Retrieval-Augmented Generation) pipeline
- →Fine-tuning open-source LLMs (Llama 3, Mistral)
Product Engineering & Demo Day
- →Ideation and architecture for your AI product
- →Building the frontend/backend integration
- →Optimizing model inference (vLLM, TensorRT)
- →Final Demo Day presentations
Format & Location
Hybrid Learning
Choose between intensive IRL bootcamps at our physical campuses in Pondicherry, Vellore, or Coimbatore, or join our flexible online programs designed for working professionals.
Prerequisites
Who is this for?
We assume a fundamental understanding of Python and basic programming concepts. This is for developers looking to master deep learning and build real AI products.
Elite Mentorship
Learn from builders
Learn directly from engineers who have built and scaled AI systems. Get code reviews, architecture feedback, and career guidance.
Outcomes
Ship real products
Our primary focus is helping you build a strong portfolio of real, deployed AI products to show employers. All graduates receive a verifiable certificate.
Ready to build?
Join our next cohort to get started.