PCEI Certification Course in Australia

The PCEI credential proves you understand how AI works, how models learn from data, and how to reason about AI responsibly with Python, the grounding employers want as AI spreads across every industry. It opens pathways in AI operations, AI support, automation workflows, prompt engineering and applied machine learning.

With Logitrain the official PCEI-30-01 exam fee is included, you keep the digital course material, and every course carries our price beat guarantee. Train in person in Melbourne, Sydney and Brisbane, or live online across Australia, with the exam delivered online on demand through the OpenEDG Testing Service.

There are no hard prerequisites, but PCEI assumes foundational Python and basic data handling.

We recommend the PCEP Certified

Candidates can achieve this certification by passing the following exam.

• PCEI-30-01, Certified Entry-Level AI Specialist with Python

You can book and sit the exam within three months of finishing your course. It is delivered online on demand through the OpenEDG Testing Service with live online proctoring, so you can take it from home, the office, or any private space with a webcam, microphone and reliable internet connection.

Exam format: 36 single-select, multiple-select, interactive and scenario-based items across six modules, with a passing score of 75 percent.

This course includes the full PCEI-30-01 course material in digital format, yours to keep for revision before the exam.

• Explain core artificial intelligence concepts and terminology
• Describe how AI systems learn from data
• Distinguish the main types of machine learning
• Prepare and handle data for AI tasks
• Explain how neural networks work at a conceptual level
• Describe natural language processing basics
• Describe computer vision basics
• Explain generative AI and how it produces output
• Apply simple AI style logic using Python
• Interpret and evaluate AI outputs critically
• Recognise the limitations and risks of AI systems
• Apply ethical and responsible AI principles
• Communicate AI results to technical and non technical audiences

This course is likely to add to the employment related skills of the participants. The skills developed are likely to be used in the course of being an employee or working in a business.

• Beginners exploring a career in artificial intelligence
• Career changers moving toward AI roles
• Data and analytics staff extending into AI
• Developers adding AI fundamentals
• Professionals working in AI operations, support or prompt engineering
• Managers who need to understand AI responsibly

• What artificial intelligence is
• A short history and the current AI landscape
• AI terminology and core concepts
• How AI systems learn from data
• Narrow AI versus general AI
• Introduction to machine learning
• Supervised learning
• Unsupervised learning
• Reinforcement learning
• The machine learning workflow
• Data handling for AI tasks
• Preparing and cleaning data for models
• Features and labels
• Training and test data
• Introduction to neural networks
• Neurons, layers and weights
• How networks are trained at a high level
• Introduction to natural language processing
• Common NLP tasks
• Introduction to computer vision
• Common computer vision tasks
• Introduction to generative AI
• How generative models produce output
• Large language models in context
• Applying simple AI logic with Python
• Interpreting and evaluating AI outputs
• Recognising bias and limitations
• Ethics and responsible use of AI
• Safety and societal considerations
• Communicating AI results clearly
• Where to go next on the AI pathway

• PCEP Certified Entry-Level Python Programmer course: the Python foundations behind AI work.
• PCED Certified Entry-Level Data Analyst with Python course: the data skills AI builds on.
• Artificial intelligence and machine learning courses: the wider Logitrain AI category.
• Artificial Intelligence Job Ready Program: training, projects and work experience for an AI career.
• Programming and coding courses: the full Logitrain programming category.

Got a team to train? Logitrain can deliver the PCEI Certified Entry-Level AI Specialist with Python course in house at your premises anywhere in Australia, with the same trainer, course material, mock test and included official exam as the public courses. It suits teams who want everyone trained together on dates that suit the business.

What is the PCEI certification?

PCEI, Certified Entry-Level AI Specialist with Python, is an entry level credential from the OpenEDG Python Institute that proves you understand AI fundamentals and can apply simple AI logic with Python.

Is the exam included in the course fee?

Yes. The official PCEI-30-01 exam fee is included, and you can sit the exam within three months of finishing the course.

Do I need experience before this course?

You should have foundational Python and basic data skills. PCEP and PCED level knowledge, or equivalent, is recommended.

Which exam version does this course cover?

The course prepares you for the current PCEI-30-01 exam.

How long is the PCEI course?

Two days full time, or two weeks part time across evenings or weekends.

Where can I train?

In person in Melbourne, Sydney, Brisbane, Adelaide, Perth and Canberra, or live online in real time anywhere in Australia.

Does PCEI cover generative AI?

Yes. It covers generative AI alongside machine learning, neural networks, natural language processing, computer vision and responsible AI.