What is the training outcome of AIDP?

At the end of the program, the participant is expected to be able to:

  • Perform labelling of data as required by the Machine Learning tasks using appropriate tools
  • Develop scripts that will be able to extract from & load data to common data sources (e.g. Cloud file storage, Relational
    Databases, Big Data platforms)
  • Perform basic Exploratory Data Analysis (EDA) on the data and communicate findings to project team members
  • Clean data by using tools or by developing custom scripts
  • Build baseline Machine Learning models