Learning Resources

The resources provided are illustrative rather than exhaustive, intended to support your early journey in learning AI. They are abstracted from the PDF embedded below provided by IOAI Official. You may download the PDF here.

For ease of use, the resources have been organised into the following levels:

AI Python for Beginners | Andrew Ng, Stanford University Read More

Google’s Python Class | Google for EducationRead More

AI Python for Beginners | Andrew Ng, Stanford University Read More

Introduction to Computer Science and Programming in Python | MIT OpenCourseWareRead More

Google’s Python Class | Google for EducationRead More

CS50’s Introduction to Artificial Intelligence with Python | David J. Malan, Harvard University Read More

Generative AI for Beginners | MicrosoftRead More

Hugging Face Agents Course | HuggingFaceRead More

Machine Learning | Andrew Ng, Stanford University Read More

Deep Learning | Andrew Ng, Stanford UniversityRead More

Artificial Intelligence | MIT OpenCourseWare Read More

Introduction to Machine Learning | MIT OpenCourseWareRead More

NOAI Tasks

Prelims 300 MCQs Download

Final Assessment 20 MCQsDownload

Final Assessment 3 Programming Question 1 Download

Final Assessment 3 Programming Question 2 Download

Final Assessment 3 Programming Question 3 Download

Section 1 MCQs & Section 2 Programming Questions Download

IOAI Tasks

IOAI GitHub Repository : https://github.com/ioai-official

IOAI Pre-Selection Task

IOAI Pre-Selection Task Download

IOAI 2025 Singapore Pre Selection Test Download

Team Challenge Download

On-Site Tasks & SolutionsDownload

At-Home Tasks Download

At-Home Solutions Download

On-Site Tasks Download

On-Site Solutions Download