Australian Consulting group for Artificial Intelligence and Innovation
Artificial Intelligence and Machine Learning Course
This course provides foundational and advanced knowledge in artificial intelligence and its applications using Python programming language. This hands-on course in Machine Learning and Artificial Intelligence offers industry-relevant training in one of the most in-demand skills of the modern world. More than just theory, the course focuses on practical application — equipping you with the tools and experience to use AI effectively in real-world scenarios.
In this course, you will:
1. Understand the fundamentals of Python programming.
2. Develop, train and evaluate deep neural networks.
3. Design deep learning system for data classification.
4. Understand the functionality of Large Language Models (LLMs) and prompt strategies.
5. Gain an understanding of Agentic AI systems and how they operate autonomously to achieve goals.
This course is designed for absolute beginners, even those without coding experience.
Gain expertise in machine learning, deep learning, and natural language processing.
Topics
Deep Learning Course*
Python Programming*
Introduction to Neural Networks
Python Basics & Syntax
Supervised & Unsupervised Learning
Control Flow (if, loops)
Regression & Classification
Functions & Modular Code
Traditional Machine Learning
Strings, Lists & Tuples
Training & Testing of Neural Networks
Dictionaries, Sets & Data Structures
Autoencoders & Applications
Error Handling & Debugging
Deep Learning for Image Recognition
Working with Files
Generative AI
Introduction to Libraries (NumPy, Pandas)
Large Language Models
Basic Projects & Integration with AI
*Course content may vary to suit current trends.
This 12-week course includes a weekly 3-hour session, comprising a 1-hour lecture followed by a 2-hour hands-on programming tutorial. Participants are required to bring their own laptop.
Open for enrolment throughout the year. Our next session will start on Saturday 9th August, 2025
Please email us the enrolment form at info@acaii.com.au to reserve your spot.
Enrolment Fee (non-refundable) - $200 per person
In-person group sessions (minimum group size: 5)* - $1799 per person
Online session - $1599 per person
Course Completion Certificate - Participants will receive a certificate upon course completion.
The course is offered in both in-person and online (one-on-one) formats. In-person classes are held on Saturdays from 9:00AM to 12:00PM. Online sessions also are available on weekday evenings after 5:00PM (flexible scheduling).
