Resources for INAIO Preparation 

Syllabus

• Stage 1 2025

• Stage 2 2025

• IOAI and Stage 3-4  2025

Sample Tests

• Stage 1 -2025

  •  Sample Test

  •  Actual Test

  •  Answer Key and Results

• Stage 2 -2025

  • Sample  Problems

    • ML Theory

    • ML Coding

      •  Poetry Whispers

      •  Salary_Puzzle

Study Material

• Python

• PyTorch

• Machine Learning

• Deep Learning

• Natural Language Processing

• Word Embeddings

• Transformers

• Generative Modeling

• Computer Vision

• Recent Developments in CV

Online Lectures

• Stanford CS229: Machine Learning Course by Andrew Ng  - A popular course that covers the fundamentals of machine learning.

• Python for Beginners by Mosh  - A great introduction to Python, suitable for beginners.

• Introduction to Neural Networks by Andrej Karpathy  - A step-by-step introduction to Neural Networks.

• Introduction to Large Language Models by Andrej Karpathy  - A high level overview of Large Language Models.

Full List of Resources [Coming soon]