Stellenbosch University

Online Generative
AI Mini-Bootcamp

Outcomes

Spot AI applications relevant to your domain
Understand the core principles of machine learning
Communicate effectively with data scientists and AI vendors
Lead AI-driven initiatives that align with strategic goals

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12 weeks Part-time

Duration

5 August 2026

Start Date

None required

Experience

Why choose the generative AI mini-bootcamp?

Practical learning. Personal support. Job-focused outcomes.

Earn a certificate of completion

from a globally respected institution.

Build real-world projects

that go beyond textbook theory.

Get 1-1 support

from experienced industry professionals.

Study online, full or part-time

with structured mentorship throughout.

Access career support

when you need it, from coaching to resume preparation.

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Stay ahead in a rapidly changing world

Competitive edge

Gain the competitive edge by understanding AI techniques.

Future-proof your skills

Future-proof your skills and adapt with Generative Artificial Intelligence functions.

Maximise impact, minimise risks

Learn to use AI to maximize impact and minimize risks.

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Diverse career paths

Unlock career opportunities in AI

After completing your mini-bootcamp, you can pursue AI roles in various positions, such as:

AI Consultant

Provide strategic guidance and develop tailored AI solutions to help businesses optimise operations, improve decision-making, and drive innovation through intelligent technologies.

AI Researcher

Conduct advanced research to push the boundaries of artificial intelligence, creating innovative models and solutions that address complex real-world challenges.

AI Developer

Build and deploy AI-powered applications that address industry-specific challenges, using machine learning, data analysis, and automation to create practical, scalable solutions.

Robotics Engineer

Design and develop intelligent systems that power autonomous machines, enabling them to perceive, decide, and act in dynamic environments.

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Skills that advance careers

Practical learning and personal support to help you take the next step in your career.

Resume and portfolio review

Build a professional resume and portfolio that showcases your skills effectively.

Ongoing guidance

Benefit from continued career support and alumni resources after your course.

1-1 mentorship

Receive personalized support with LinkedIn, interviews, and job search strategy.

Global hiring network

Connect with employer events, job boards, and industry contacts.

What you’ll learn

Your learning journey

Learn how to identify meaningful opportunities for applying AI within your field and lead innovative, AI-driven initiatives that align with your organisation’s strategic goals. You’ll develop the ability to collaborate confidently with data scientists and AI vendors, while also gaining the skills to critically evaluate potential AI investments. You’ll understand how to ensure accountability by recognizing and addressing key risks such as bias, security issues, and compliance requirements.

Course Outline

Get introduced to the basics of machine learning and the math behind AI, including how linear regression can forecast sales and drive smarter business decisions.

Apply clustering techniques to uncover patterns in datasets. Analyse a customer churn case study to apply your skills in a real-world business context.

Explore essential techniques to diagnose customer sentiment and methods used in recommendation systems.

Dive into neural networks and how they learn from data to make intelligent predictions.

Discover how large language models (LLMs) work—the same technology behind chatbots and AI.

Reflect on your learning journey and identify opportunities to apply AI techniques in your field.

*DISCLAIMER: Curriculum content may be adjusted to reflect industry changes or instructional needs.

Frequently Asked Questions

FAQs

How do I know if the Generative AI Mini-Bootcamp is right for me?

Whether you’re new to tech or already working in IT, this bootcamp gives you the practical skills to break into AI or advance your current career. Still unsure? Book a call with our Admissions Team, and we’ll help you figure it out.

Do I need a background in tech to apply?

No prior experience is required. You’ll start with the basics and build your skills step by step, with plenty of support.

Is this course accredited or certified?

This course does not carry formal academic credit, but you'll earn a certificate of completion from Stellenbosch University, which is widely valued by employers and can strengthen your path into AI.

How much time do I need to commit?

Learners should plan to dedicate an estimated 10–20 hours per week to complete the course in approximately 12 weeks. This option is ideal if you are balancing your studies with work or other commitments.
Our online programmes are designed to be flexible. If you need additional time, you may have the option to extend your bootcamp duration.

What are the technical requirements?

You’ll need a computer with a stable internet connection. We’ll let you know if any specific tools or software are required before you start.

What if I need to defer or get a refund?

Life happens, and we get that. View our refund and deferral policy or contact admissions to discuss your options.

Still have questions? Contact our Admissions Team, and a real person will get back to you. Contact admissions for more information. Phone admissions +27 (21) 201-7344.

Earn a certificate of completion

Finish your programme with a verified digital certificate. This is a non-accredited certificate and does not provide entry into formal Stellenbosch University programmes or courses.

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Invest in your future

Enroll in this mini-bootcamp with a one-time upfront payment.

Most affordable

Earn a certificate in just 12 weeks, study part-time and advance your career!

Enroll now

Apply now

Online Generative
AI Mini-Bootcamp

Outcomes