--- title: "AI Courses in Singapore | Compare Programmes | Metacamp" description: "Compare Metacamp courses in generative AI, agentic workflows and Python data analytics. Find the right starting point, course dates and fees." url: https://www.metacamp.sg/courses/ markdown: https://www.metacamp.sg/courses.md note: "The Markdown version of the page at url. Generated from that page when the site is built; the two say the same thing." --- # Practical AI courses in Singapore Start with what you want to do. We will help you find the course that fits your experience, the work in front of you and what you would like to build. FUNDING AVAILABILITY VARIES BY COURSE / SUBJECT TO ELIGIBILITY [Compare Courses](https://www.metacamp.sg/courses/#compare) [View Next Intakes](https://www.metacamp.sg/courses/#all-courses) - [GAI101 Applied Generative AI Fundamentals](https://www.metacamp.sg/courses/gai101/) - [GAI101F Applied Generative AI for Financial Services](https://www.metacamp.sg/courses/gai101f/) - [AI101 Data Analytics and AI with Python](https://www.metacamp.sg/courses/ai101/) - [GAI201 Applied Agentic AI Systems](https://www.metacamp.sg/courses/gai201/) 01 Find your starting point ## What are you trying to do? You do not need to know the course code. Start with the outcome closest to your work. [Help me choose](https://www.metacamp.sg/courses/#enquiry) - [GAI101 Beginner Build practical generative-AI workflows without code Applied Generative AI Fundamentals](https://www.metacamp.sg/courses/gai101/) - [GAI101F Beginner Build responsible AI workflows for financial services Applied Generative AI for Financial Services](https://www.metacamp.sg/courses/gai101f/) - [GAI201 Intermediate Orchestrate multi-agent systems and prove they work Applied Agentic AI Systems](https://www.metacamp.sg/courses/gai201/) - [AI101 Beginner Analyse financial-services data with Python Data Analytics and AI with Python](https://www.metacamp.sg/courses/ai101/) [For Teams Train a team around real roles and workflows **Corporate AI training**](https://www.metacamp.sg/teams/) 02 All courses ## Four courses. Built for different starting points. Choose the one closest to the work you want to do now. You can always keep building from there. GAI101 · 18.5 hours · 3 full days or 6 half days · In person Curriculum ### Applied Generative AI Fundamentals - **Who it is for**: Working professionals across industries who want to build practical generative-AI workflows without coding. - **Prerequisite**: Secondary education; no prior AI or coding experience - **What you build**: A custom assistant, a no-code automation, a setup that finds answers from a supplied document collection (retrieval-augmented generation, or RAG) and an end-to-end workplace workflow. - **Fee**: **from S$25** indicative after funding · S$1,750 full fee [View course GAI101](https://www.metacamp.sg/courses/gai101/) 6 topics · 3 full days or 6 half days 1. Topics 01–02 - 01 Generative AI Foundations & Prompt Engineering - 02 Creating Content & Working with Data 2. Topics 03–04 - 03 Building Custom AI Assistants - 04 No-Code Automation & AI Agents 3. Topics 05–06 - 05 Working with Your Own Data (RAG) & Agent Harnesses - 06 End-to-End Workflows & Opportunity Spotting GAI101F · 18.5 hours · 2 days · In person Curriculum ### Applied Generative AI for Financial Services - **Who it is for**: Relationship managers, client advisors, compliance and risk analysts, operations executives, research analysts, insurance professionals and fintech product managers. - **Prerequisite**: Secondary education; no prior AI, coding or finance qualification - **What you build**: A custom assistant on a personal knowledge brain, an AI agent with no-code routines across your calendar, email and notes, and a multi-model client workflow. - **Fee**: **from S$25** indicative after funding · S$1,750 full fee [View course GAI101F](https://www.metacamp.sg/courses/gai101f/) 6 topics · 2 full days 1. Day 01 - 01 Generative AI Foundations & Prompt Engineering for Financial Services - 02 Building Custom AI Assistants for Financial Work - 03 Creating Content & Working with Financial Data 2. Day 02 - 04 No-Code Automation & AI Agents in Financial Workflows - 05 Working with Your Own Data (RAG) & Agent Harnesses in Financial Services - 06 End-to-End GenAI Workflows & Opportunity Spotting in Financial Services AI101 · 15 hours · 3 days · In person Curriculum ### Data Analytics and AI with Python - **Who it is for**: Finance professionals preparing for data engineer, data analyst, credit and lending operations, or credit risk work. - **Prerequisite**: Tertiary education; Python is taught from the fundamentals - **What you build**: A Python capstone that collects, cleans, analyses and visualises a financial-services dataset. - **Fee**: **from S$25** indicative after funding · S$1,750 full fee [View course AI101](https://www.metacamp.sg/courses/ai101/) 6 topics · 3 days · 2 half-days per day 1. Day 01 - AM Data Analytics & Python Foundations - PM Python Collections & Iteration 2. Day 02 - AM Control Flow, Functions & Debugging - PM Numerical Analysis with NumPy 3. Day 03 - AM Data Wrangling with pandas - PM Data Analysis & Visualisation with Python GAI201 · 18.5 hours · 3 days · In person Curriculum ### Applied Agentic AI Systems - **Who it is for**: People with working generative-AI fluency who want to design, evaluate and operate multi-agent systems for their role. - **Prerequisite**: GAI101, GAI101F or equivalent working generative-AI fluency - **What you build**: A role system map, three running multi-agent patterns, an agentic workflow graph and evaluation and operations evidence. - **Fee**: **from S$25** indicative after funding · S$1,750 full fee [View course GAI201](https://www.metacamp.sg/courses/gai201/) 6 topics · 3 days · 2 half-days per day 1. Day 01 - AM Your Role as a System - PM Production Multi-Agent Patterns 2. Day 02 - AM Graph Engineering on the Canvas - PM Failure Literacy: Break and Repair Agent Teams 3. Day 03 - AM The Evaluation Harness - PM Operate, Secure & Hand Over the System 03 Compare courses ## Compare courses Starting point, experience, format and outcome — side by side. | Course | [GAI101 **Gen AI Fundamentals**](https://www.metacamp.sg/courses/gai101/) | [GAI101F **AI for Financial Services**](https://www.metacamp.sg/courses/gai101f/) | [AI101 **Data Analytics & Python**](https://www.metacamp.sg/courses/ai101/) | [GAI201 **Agentic AI Systems**](https://www.metacamp.sg/courses/gai201/) | | --- | --- | --- | --- | --- | | Starting point | Working professionals | Financial services professionals | Finance professionals | Experienced GenAI users | | Experience | No AI experience needed | No AI or coding experience needed | Tertiary education; Python starts from the basics | GAI101, GAI101F or equivalent experience | | Coding | No coding | No coding | Python, taught from the fundamentals | No coding required | | Outcome | From first prompt to a reliable workflow | Build responsible AI workflows for financial-services work | Turn financial-services data into actionable insights with Python | Orchestrate agents. Prove they work. Run your role on them | | Format | 3 full days or 6 half days · In person | 2 days · In person | 3 days · In person | 3 days · In person | | Duration | 18.5 hours | 18.5 hours | 15 hours | 18.5 hours | | | [View course GAI101](https://www.metacamp.sg/courses/gai101/) | [View course GAI101F](https://www.metacamp.sg/courses/gai101f/) | [View course AI101](https://www.metacamp.sg/courses/ai101/) | [View course GAI201](https://www.metacamp.sg/courses/gai201/) | 04 For Teams Corporate AI training for teams ## AI training your team will still use afterwards. We build private programmes around the work your team already does: the roles, tools, decisions and workflows that matter inside your organisation. [Discuss Team Training](https://www.metacamp.sg/contact/) ![A presenter speaks beside a projected slide while a full room of learners listens at shared tables](https://www.metacamp.sg/assets/metacamp-class-session.jpg) 01 / 03 ### Built around your work We start with the tasks your team already handles, then shape the learning around them. 02 / 03 ### Made to be used Your team builds practical workflows and tools they can continue using after class. 03 / 03 ### Responsible from the start Human judgement, data awareness and appropriate controls are part of the learning. 05 Funding ## What funding changes — and what it does not. Funding is course-specific. Eligible Singapore Citizens may use up to S$500 from their Opening SkillsFuture Credit toward the remaining fee; SkillsFuture Mid-Career Credit cannot be used. Available subsidies and final fees depend on the approved course run and your eligibility. GAI101 **Gen AI Fundamentals** from S$25 indicative after funding S$1,750 full fee GAI101F **AI for Financial Services** from S$25 indicative after funding S$1,750 full fee AI101 **Data Analytics & Python** from S$25 indicative after funding S$1,750 full fee GAI201 **Agentic AI Systems** from S$25 indicative after funding S$1,750 full fee GAI101 and GAI201 follow the SSG Tier 2 pathway, and AI101 and GAI101F are IBF-STS accredited. Opening SkillsFuture Credit use is capped at S$500 per eligible learner. SkillsFuture Mid-Career Credit cannot be used. Subsidies and final fees are confirmed for each approved course run at enrolment. 06 Course FAQ ## A few things worth knowing before you choose. [Still unsure? Write to team@metacamp.sg](mailto:team@metacamp.sg) ### Which course should I start with? Start with GAI101 if you are new to applied generative AI. Choose GAI101F to build within a financial-services context, AI101 to analyse financial data with Python, or GAI201 after GAI101 or equivalent experience to orchestrate multi-agent systems. ### Do I need AI or coding experience? GAI101 and GAI101F require no prior AI or coding experience. AI101 teaches Python from the fundamentals and requires tertiary education. GAI201 requires GAI101, GAI101F or equivalent working generative-AI fluency, but no coding experience. ### How does SkillsFuture funding work? Funding is course-specific. Eligible Singapore Citizens may use up to S$500 from their Opening SkillsFuture Credit toward the remaining fee. SkillsFuture Mid-Career Credit cannot be used. Available subsidies and final fees depend on the approved course run and your eligibility; confirm the prevailing amount before enrolment. ### What will I leave the course with? Something you built and know how to use. Depending on the course, this may be a custom assistant and automation, a financial-services AI workflow, a Python data-analysis capstone or a tested multi-agent system. ### Can Metacamp train my team? Yes. We offer private programmes for organisations and functional teams. Examples and exercises can be shaped around relevant roles, workflows and business goals. ### Will the course become outdated? AI will continue changing after your course. We teach principles and ways of thinking that remain useful as tools evolve. Graduates can also continue learning with the Metacamp community as new sessions and programmes are announced. 07 Find your next step 07 / Find Your Next Step ## Not sure where to start? Tell us what you are trying to do. We will point you towards the most useful course or team-training option. [Prefer email? Write to team@metacamp.sg →](mailto:team@metacamp.sg) ![Learners gathered round a laptop, working through a task together](https://www.metacamp.sg/assets/class/lab-cca56320-lg.jpg) Hands on · In class ## Course dates (snapshot) Upcoming runs as listed on 14 November 2026, when this file was built. This list is not updated between builds: runs fill, close and are added. Before quoting a date, check https://www.metacamp.sg/courses/gai101/, https://www.metacamp.sg/courses/gai101f/, https://www.metacamp.sg/courses/ai101/, https://www.metacamp.sg/courses/gai201/ or the live feed https://canopy.metacamp.sg/api/public/course-runs (JSON). All dates and times are in Singapore time. - GAI101 · 21 to 28 November 2026 Batch: 21, 22, 28 Nov 2026 · 10am–5pm · final session ends 5:30pm · Open for enrolment · https://canopy.metacamp.sg/apply?run=GAI101-PUB-B1-2026-11 - GAI101 · November Batch 2: 23, 24, 25, 30 Nov 2026 · 1, 2 Dec 2026 · 7pm–10pm · final session ends 10:30pm · Full, waitlist only · https://canopy.metacamp.sg/apply?run=GAI101-PUB-B2-2026-11 - GAI101 · December Batch 1: 5, 6, 12 Dec 2026 · 10am–5pm · final session ends 5:30pm · Open for enrolment · https://canopy.metacamp.sg/apply?run=GAI101-PUB-B3-2026-12 - GAI101F · January Batch 1: 16, 17 Jan 2027 · 9am–7pm · final session ends 7:30pm · Open for enrolment · https://canopy.metacamp.sg/apply?run=GAI101F-PUB-B1-2027-01 - AI101: Next run to be announced - GAI201: Next run to be announced --- Metacamp is an AI academy in Singapore. Facts in one place: https://www.metacamp.sg/facts.md. Every page as Markdown: https://www.metacamp.sg/llms.txt. Contact: team@metacamp.sg.