Apprenticeship Programme
The AI Apprenticeship Programme (AIAP) and AI Data Apprenticeship Programme (AIDP) aims to groom local Singaporean AI talent and enhance their career opportunities in AI-related roles.

Overview

AI Apprenticeship Programme(AIAP)®

The AI Apprenticeship Programme (AIAP) aims to groom local Singaporean AI talent and enhance their career opportunities in AI-related roles. The apprentices will work on real-world industry projects and deepen their skills not only in AI and machine learning but also in software engineering skills for model deployment into production.

AIAP Programme

  • Singaporean
  • Graduated from a recognised university

AIAP Programme

  • Intermediate programming experience in one of these languages: Python, R, Scala, Java, C, C++, C#, Go
  • Understand basic data pre-processing (handling missing data, outliers etc...)
  • Able to build machine learning models
  • Able to build data pipelines to train and build your models
  • Able to perform basic code documentation (Readme, docstrings and requirements.txt)
  • Able to deploy your models in Docker containers
  • Able to provision and use of cloud computing infrastructure such as Microsoft Azure
  • Able to do Linux shell scripting
  • Able to use at least one of the following database and data processing technologies such as SQL, NoSQL, Apache Hadoop and/or Apache Spark
    Able to use
  • GitHub/GitLab and perform proper code check-in/out and repository

AI Data Apprenticeship Programme (AIDP)

AIDP is a new 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.

AIDP Programme

  • Singaporean
  • Graduated from a recognised university or polytechnic(updated on 18 Dec 2020)

AIDP Programme

  • Basic programming experience in Python
  • 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

Course Catalog

Becoming an AI Apprentice

apprentices
professionals
visible
0% Complete
0/11 Steps