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AI Data Apprenticeship Programme

AI Data Apprenticeship Programme (AIDP) is a 6-month, full time on-the-job training programme in data curation for AI solutions. It comprises 2 months of coursework on data curation and basic data engineering techniques and 4 months of hands-on training on a real industry project.

AI Data Apprenticeship Programme Application has closed.
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AI Data Apprenticeship Programme Application is Open

Application deadline: 27 Sept 2020

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Programme Structure

The duration will be a total of 24 weeks: 8 weeks of deep skilling and 16 weeks of practicum. Apprentices will learn to use selected tools as well as develop their own Python Scripts to carry out key tasks in Machine Learning (ML) projects. 

Who is this for?

Diploma holders, with an IT background/experience, who are keen to support Data Science / Machine Learning projects; fresh Polytechnic graduates and NSFs (who have completed or are completing their service) with a recognised diploma

Content Covered

Data Labelling

Learn how datasets are handled and prepared for an AI/ML solution

Data Analysis

Basic statistical techniques to conduct exploratory data analysis (EDA) for various types of datasets

Machine Learning

Build simple baseline models which can be used as preliminary models in projects

Entry Requirements

  • Only Singapore citizens can apply
  • Diploma holder graduated or graduating in the calendar year 2019 or 2020 from a polytechnic or equivalent educational institution (e.g. private or overseas institutions)
  • Diploma holder graduated earlier from the above institutions and completed National Service in 2019 or 2020
  • Degree holders are not eligible for this programme

What we are looking for in a candidate

  • Programming experience in one of these languages: Python, R, Scala, Java, C, C++, C#, Go
  • Intermediate Microsoft Excel Skills such as:
  • Able to use advanced formulas like SUMIFS, MATCH, LOOKUP
  • Able to apply Conditional Formatting to a table
  • Able to use Pivot Tables to aggregate and summarise data
  • Able to visualise data with the appropriate visualisations
  • Able to present your ideas in a clear and effective manner

Application Timeline

Keen to become a Data Curator

Move beyond books and MOOC, and gain real-world AI experience in the AI Data Apprenticeship Programme. 

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Application

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