Artificial Intelligence

Artificial Intelligence is transforming industries and driving innovation. AI skills empower professionals to automate tasks and make smarter decisions in today’s digital world.

Last updated 9 March 2026

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Why Artificial Intelligence?

Start Your AI Journey

Build Your AI Skills

Lead with AI Expertise

Broadening Your AI Skills

Reskill and Thrive in AI

Master AI with a Comprehensive Diploma

Why RP ACE?

Get in touch with us

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Why Artificial Intelligence?

Artificial Intelligence is reshaping industries, driving innovation, and unlocking new opportunities. From automating routine tasks to enabling smarter decision-making, AI skills are essential for professionals ready to lead in the digital age.Whether you’re new to AI or looking to advance your expertise, our comprehensive courses prepare you to harness AI technologies and apply them across sectors.

Cutting-Edge Curriculum

Stay ahead with courses covering machine learning, natural language processing, computer vision, and deep learning

Cross-Industry Applications

Our AI courses equip you with versatile skills that drive innovation across sectors—empowering advancements in finance, healthcare, manufacturing, logistics, marketing, and more.

Flexible Learning Options

Our offerings range from short modules to advanced diplomas and industry-recognised certifications, catering to every stage of your AI learning journey.

Start Your AI Journey

Perfect for beginners, these courses introduce you to the core concepts, tools, and real-world applications of Artificial Intelligence—no prior experience required.

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An Introduction to Code-Free Machine Learning

This workshop that will take participants through various code-free tools and platforms to experience machine learning without programming.

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Artificial Intelligence (AI) for Boosting Productivity

Learn to automate tasks using ChatGPT and other AI tools while understanding potential pitfalls. Enhance your skills, increase efficiency, and gain a competitive edge in the digital landscape. Transform your workflow and stand out from the competition!

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Artificial Intelligence (AI) for Enhanced Teaching and Learning

This is a one-day course empowering educators with the knowledge and skills to utilise AI, particularly ChatGPT, to create engaging and enriching learning experiences. Gain in-depth understanding of AI's capabilities, limitations, and its real-world applications to maximise educational outcomes.

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Artificial Intelligence for Everyone - A Practical Experience

This introductory course for individuals who are keen to get an overview of AI and its applications.

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Code Free App Development with Large Language Model

Overcome the barriers to building innovative applications with the power of large language models! This 2-day workshop is your code-free solution to creating intelligent chatbots, document analyzers, and more. Discover LangChain, Flowise, and the flexibility of both open-source and commercial LLM options. Leave with the skills to deploy your AI-powered creations with ease.

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Essentials of Artificial Intelligence with Python

Embark on a self-paced learning journey with our Essentials of Artificial Intelligence with Python course. Gain hands-on Python experience, understand fundamental AI concepts, and learn to develop AI solutions at your own pace. This course is perfect for those ready to upskill and embrace the AI revolution.

Essentials of Machine Learning

Have you ever wondered how Netflix recommends the perfect show for you to watch? Uncover the magic behind it with our Essentials of Machine Learning course! Learn how predictive models analyse your viewing habits to suggest your next binge-worthy series. Sign up for our course to unlock the secrets of this cutting-edge technology and become a master of machine learning!

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Fundamentals of Computer Vision

This course introduces participants to the field of computer vision and basic image processing.

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Fundamentals of Machine Learning

Discover the power of machine learning! This course unlocks the secrets behind machine learning which uses predictive models that learn from existing data to forecast future behaviours, outcomes, and trends.

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Fundamentals of Natural Language Processing

Natural Language Processing (NLP) is a branch of artificial intelligence that helps computers to understand, interpret and manipulate human language. This course aims to introduce participants to the basic tasks involved in NLP.

Introduction to Natural Language Processing Cloud Services

In this course, participants will examine some of the currently available NLP services and how these services can be used to build applications with high-level NLP capabilities.

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Introduction to Programming with Generative AI

Learning to code can feel overwhelming, but Generative AI can make it easier. This course introduces you to core programming concepts while demonstrating how AI can assist with coding tasks. You'll gain hands-on experience using platforms Wing IDE and Trinket, practicing variables, loops, function, data structures and more while integrating AI into your workflow. The objective of the course is to equip you with the programming fundamentals, a prerequisite to deploying trusted codes.

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Introduction to Speech Recognition Technology

Participants will learn various machine learning models to train automatic speech recognition. Participants will also get to build a customised speech recognition engine from scratch.

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Machine Learning Fundamentals

This course covers basic concepts in machine learning and the use of various open-source libraries like scikit-learn, Tensorflow and Keras to build basic machine learning application with perceptron, K nearest neighbours, neural networks, SVMs, decision trees and unsupervised learning. Students will also be introduced to XGBoost and other ensemble methods to solve classification and regression problems.

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Mastering Prompt Engineering for Generative Artificial Intelligence (AI)

This course sharpens your questioning and prompt crafting skills for generative AI models, highlighting their importance in AI performance optimisation. With hands-on activities and real-life scenarios, you'll learn techniques for creating diverse AI applications and strategies for evaluating prompt effectiveness in AI-assisted content generation.

Build Your AI Skills

Designed for professionals looking to apply AI techniques to real-world projects and workplace challenges, and deepen their practical knowledge.

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Advanced Data Visualisation (using Tableau)

In this two-day introductory course, you will learn the fundamentals of Text Mining – the technology and know-how to make sense of unstructured text content – and how you can analyse customers’ feedback and use them to improve your product and services.

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AI Programming with Python

This course introduces participants to the Python programming language, with a specific focus on data science. This means the skills and knowledge required to conduct and problem solve data science experiments programmatically.

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Artificial intelligence (AI) Project Management

AI's transformative impact on our lives and industries necessitates efficient project management for AI initiatives. We are offering a one-day workshop to address this need, as well as provide critical skills and insights for successful AI project management. The workshop tackles AI project challenges, applying the Agile framework in this context, and the six pivotal phases of managing AI projects.

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Artificial Intelligence for Techies - A Hands-On Approach

In this one-day introductory workshop, you will get a hands-on experience to demystify the real-life applications of AI. You will also create your own “Do-it-Yourself” (DIY) AI projects on text and vision, and put theories into practical use!

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Deep Learning Fundamentals

This module covers the principles and concepts of database management systems and the reasons for using such systems in an organisation.

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Developing Ethical AI Systems: Data, Values, and Process

This module aims to equip students with a strong foundation in data mining processes, algorithms. It also provides hands-on experience to identify data trends and build descriptive and predictive models that focus on business application.

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Essentials of Deep Learning

Ever wondered how self-driving cars and Siri work? Unlock the secrets of AI technology with our engaging two-day e-Learning course! Learn Deep Learning essentials using Python, master pattern recognition, and get hands-on with Keras in interactive projects. Begin your journey toward understanding and building neural networks today!

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Large Language Models for Generative AI Applications

This module equips you with the fundamentals of programming using Python. You will learn how to solve problems through coding a software programme. Fundamentals on software structure, variables, selection, and iteration constructs will be covered. You will be able to create software to solve simple programming problems related to AI.

ML (Machine Learning)-Ready

goML is an applied learning workshop that provides the foundational skills and knowledge to start in Machine Learning development, coupled with a project development facilitation.

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Predictive Analytics with Machine Learning

This module aims to equip participants with a comprehensive foundation on data mining processes and algorithms. Participants will also learn how to resolve business problems by looking into the cycle of business understanding, data preparation, and data modelling.

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Programming for Artificial Intelligence

This course equips you with the fundamentals of programming using Python. You will learn how to solve problems through coding a software programme. Fundamentals on software structure, variables, selection, and iteration constructs will be covered. You will be able to create software to solve simple programming problems related to AI.

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Vision Models for Generative AI Applications

This module offers an in-depth journey through the world of vision models, empowering students to apply them to tasks such as image recognition and creative image generation. Starting with the foundational concepts, participants will explore how these models learn from visual data.

Lead with AI Expertise

Advanced courses for experienced AI practitioners and strategists looking to lead innovation, shape AI strategy, and drive transformative change across industries.

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Developing Application with Large Language Model

You will learn the fundamentals of Deep Learning with Python, and gain a deeper understanding on the various techniques of how you can teach computers to recognise different objects and patterns using large neural networks.

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Optimizing Large Language Models (LLM) Performance-Fine-tuning, Testing, and Deployment

Struggling to get Large Language Models (LLMs) to perform exactly as needed? This hands-on course teaches you how to fine-tune LLMs for industry-specific tasks, optimise datasets, and deploy them effectively—without coding! Master Retrieval Augmented Generation (RAG), testing techniques, and more.

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Training your own AI image model

Join us in this one-day course to develop your personalised Artificial Intelligence (AI) image model by fine-tuning it according to your specific requirements using your own dataset.

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Deep Learning with Python

Discover the key technology behind driverless cars and voice control in Siri and Bixby and other hands-free consumer products in this exciting two-day course!

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Deep Learning Optimisation Techniques

In this course, participants will work through techniques that improve model learning in response to a training dataset, reduced over-fitting and improve prediction.

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Advanced Machine Learning (3 days)

In this advanced course, participants will learn specific concepts and advanced techniques of machine learning, such as Support Vector Machines, Random Forest, Boosting and Stacking, Cross Validation, Pipeline and many more.

Broadening Your AI Skills

These AI-related courses are designed to equip learners with skills that can be applied across a wide range of industries—from finance and healthcare to logistics, marketing, and beyond.

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AI for Engineers (Duration: 2 days)

This course introduces artificial intelligence (AI) and explores various ways it can be adopted to solve engineering problems.

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AI-Powered Animation - Innovating the Future of Creativity (Duration: 1 day)

Unleash your creative potential by harnessing the power of generative Artificial Intelligence (AI) tools to transform static images into captivating animations.

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Artificial Intelligence (AI) Art for Hospitality and Tourism Marketing (Duration: 2 days)

This course focuses on the transformative impact of artificial intelligence (AI) art on effective marketing in the hospitality and tourism sector.

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Create Professional Portrait, Pet and Product Photography with Artificial Intelligence (AI) (Duration: 1 day)

Discover how to create stunning portrait, pet, and product photography using AI - without the need for a camera.

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Create Stunning Images with AI- From Concept to Final Touch (Duration: 2 days)

Generative Artificial Intelligence (AI) is taking the world by storm. Join us to tap on this exciting technology to create stunning and professional designs, graphics, and images.

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Generative AI for Creative Professionals (Duration: 6 months)

This module explores the intersection of artificial intelligence and creative industries, focusing on how AI can be used to enhance creativity, innovation, and productivity.

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Generative AI in Social Media & Content Creation (Duration: 2 days)

The Smart Local, Singapore's largest social media publisher and Republic Polytechnic bring you this two-day course to help you harness the power of artificial intelligence (AI) to create exciting digital content with ease.

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Harness the Power of Artificial Intelligence (AI) to Enhance your Research and Writing (Duration: 8 hours)

This course will introduce you to a range of tools powered by artificial intelligence (AI) that can be leveraged for research and writing.

Reskill and Thrive in AI

Ready to pivot your career? Our SkillsFuture Career Transition Programme offers targeted, hands-on AI training tailored for mid-career professionals.

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Automation with Artificial Intelligence (AI): Digital Transformation Mastery [Duration: 3 months (Full-time)]

This comprehensive training programme is designed to equip professionals with the skills needed to leverage automation and artificial intelligence (AI) for enhancing business processes.

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AI-nnovate for Business Development [Duration: 3 months (Full-time)]

This comprehensive course equips participants with the knowledge and skills to leverage generative AI for strategic decision-making, innovation, and competitive advantage in business.

Master AI with a Comprehensive Diploma

Dive deep into artificial intelligence with our full qualification programmes designed to build strong foundations and advanced expertise.

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Specialist Diploma in Applied Generative Artificial Intelligence (Duration: 1 year)

The Specialist Diploma in Applied Generative Artificial Intelligence (SDGAI) course is designed to provide a comprehensive introduction to the principles, techniques, and applications of Artificial Intelligence (AI) and Generative AI.

Work Study Post-Diploma (Specialist Diploma in Applied Generative Artificial Intelligence) (Duration: 1 year)

Why RP ACE?

Expert-Led Courses

Learn from experienced industry practitioners who bring real-world insights into the classroom.

Extensive Suite of Courses

Explore a comprehensive range of industry-recognised courses, from short courses to full qualifications.

Industry-Relevant Learning

Build skills that matter, aligned with current and emerging workforce needs.

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