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AI Programming with Python

Learn the foundations of artificial intelligence programming and equip yourself with the capabilities and knowledge to build your own application using Python.

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Prerequisites
Basic knowledge of algebra and calculus and basic programming skills
Time commitment
12 weeks (8-10 hours per week) 100% online
A$ 1500 incl GST


100% online, workplace ready

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After completing an RMIT Future Skills course, you will earn an RMIT credential which can be validated, recognised and shared on social media platforms.

Course Structure

Module 1

Introduction to Python

Start coding with Python, drawing upon libraries and automation scripts to solve complex problems quickly.

Module 2

NumPy, Pandas, and Matplotlib

Learn how to use all the key tools for working with data in Python: Anaconda, NumPy, Pandas, and Matplotlib.

Module 3

Linear Algebra Essentials

Learn the foundational math you need for AI success: vectors, linear transformations, and matrices – as well as the linear algebra behind neural networks.

Module 4

Calculus Essentials

Learn the foundations of calculus to understand how to train a neural network: plotting, derivatives, the chain rule, and more. See how these mathematical skills visually come to life with a neural network example.

Module 5

Neural Networks

Gain a solid foundation in the hottest fields in AI: neural networks, deep learning, and PyTorch.

Learn with Industry Experts

Get ready to meet some of the biggest names in the business

Ortal ArelUdacity, Subject matter expert

Udacity’s subject matter experts on this course include people like Ortal Arel. Ortal has a PhD in computer engineering, and has been a professor and researcher in the field of applied cryptography. She has worked on design and analysis of intelligent algorithms for highspeed custom digital architectures.

Jennifer StaabUdacity, Subject matter expert

Jennifer has a PhD in computer science and a Masters in Biostatistics; she was a professor at Florida Polytechnic University. She previously worked at RTI International and United Therapeutics as a statistician and computer scientist.

Learner Success teamRMIT Online

Our Learner Success team are here to help you with any course enablement issues such as logins and passwords, withdrawals and deferrals, obtaining your RMIT badge, and more.

Why choose RMIT Online

Get a world-class education and transform your career.

Real world skills

Develop skills that have been validated by industry, while getting credentialed by a world-leading university.

Industry connected

You'll gain knowledge and practical skills from renowned industry partners who are at the forefront of their field.

Flexible delivery

Advance your career while you study. RMIT Online courses let you balance work, study and life commitments.

Supported community

Be guided by a network of industry experts and peers, and supported by our dedicated success team.

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