Yes. The course is suitable for learners with no prior data experience. It’s ideal for those looking to build core data skills or apply data insights in roles like HR, finance, operations and more, using platforms such as Excel, SQL, Python, GenAI and low-code/no-code tools. While no prior statistics knowledge is required, the programme will introduce essential foundational concepts to support your learning and application throughout the course. As part of the enrolment process, learners may be expected to complete an AADA aptitude test. While passing the test is not an entry requirement, it helps you assess your current understanding and identify areas to strengthen before the course begins. We encourage learners to revisit the preparatory materials provided when completing the test to set themselves up for success in the programme.

The AADA course equips you for roles such as Analytics Translator, Business Intelligence Manager, AI Product Manager, AI Integration Specialist, AI Governance Officer, Domain-Specific AI Analyst, and AI-Augmented Domain Professional across industries including finance, healthcare, and technology. You’ll be prepared to work in AI-augmented analytics roles and apply AI-powered insights across business functions like HR, finance, operations, supply chain, and more.

AADA full-time lessons take place on Mondays to Fridays from 9am to 1pm, and is more suitable for learners who are not engaged in full-time employment, or are able to commit to the learning schedule on weekdays during usual working hours. As the full-time programme strives to fast-track learners’ upskilling journey, the pacing will be faster as lessons take place daily, with mechanisms built in to ensure a sustainable learning progress. AADA part-time lessons take place on two weekday evenings (Monday and Wednesday, 7pm to 10pm) and Saturdays (9am to 12pm), and is better suited for learners engaged in full-time employment, or those only able to commit to the learning schedule outside of usual working hours. The part-time programme pacing is more moderated to cater to working professionals.

Learners will need a laptop to join Zoom classes. A Windows laptop is COMPULSORY, as Microsoft Power BI Desktop will be used as part of AADA’s core curriculum, and it is not supported on Mac. Laptop requirements: Operating System: Windows 11 (64-bit only); RAM: Minimum 8GB (16GB recommended). Software requirements: Microsoft Excel (Office 365 or Excel 2010 and above); Google Chrome Browser. Note: Google Sheets or similar alternatives are not supported. Excel Online version does not support many required functions and will not allow you to save work properly unless you have a valid licence.

Yes. While the AADA programme is designed to be highly structured and applied, learners are recommended to spend approximately 5–10 hours per week on revision, practice, and assignments. This self-study time is essential to reinforce technical concepts, build fluency with AI and analytics tools, and successfully complete hands-on exercises.

Yes. You will receive a Professional Certificate by BCG U under the SkillsFuture Career Transition Programme (SCTP) upon successfully completing the course, subject to meeting the minimum attendance and assessment requirements. Graduates who achieve a score of 80% or higher will receive a Certificate with Distinction for their exceptional performance. You will also receive Credly badges for your achievements, safeguarded using blockchain, which can be showcased on LinkedIn.

RISE provides 23 hours of structured career support during the programme and up to six months post-graduation. This includes five Career Spotlight sessions (4 hours each) covering topics such as career goal setting, networking, interview preparation, and advancing your profile. You will also receive three 1:1 career coaching sessions (1 hour each) with expert coaches, covering personal branding, resume refinement, interview practice, and career planning. Six career check-in touchpoints are conducted after graduation to assess your progression and customise your development path. Job-matching support is also available through BCG RISE’s growing employer partner network.