From Equations to Intelligence: A Deep Dive into Data Science and AI

Lecturer

Dr Alina Donea, Monash University

Synopsis

A 2 week course on Data Science and AI. This is a unit with solid foundation in mathematics and algorithms that should balance theory, practice, and real-world application

Course Overview

Check back for further course overview details.

Prerequisites

  • Tools/Frameworks to Use Along the Way:
    • Python (NumPy, pandas, scikit-learn, PyTorch/TensorFlow)
    • Jupyter Notebooks
    • Git/GitHub
    • VS Code

Assessment

  • Project based (4h)

Attendance requirements

  • TBA

Resources/pre-reading

TBA

Not sure if you should sign up for this course?

Check back for pre-enrolment QUIZ details so you can self-evaluate and get a measure of the key foundational knowledge required.

Dr Alina Donea, Monash University