Overview

A Data Scientist combines statistical and machine learning techniques with Python programming to analyze and interpret complex data.
This course provides a broad coverage of technical skills to build a strong foundation in data manipulation and analysis as well as an introduction to models used in AI.

Learning Outcome

At the end of this course, participants will be able to:
  • Think statistically
  • Understand and power through data analysis pipleline
  • Do basic data analysis using Python
  • Understand important data structures like dictionaries and DataFrames
  • Visualize real world data with matplotlib
  • Data extraction, exploration, wrangling, visualisation and modelling
  • Work with databases using SQL and postgreSQL
  • Work with libraries like Bokeh, pandas, scikit-learn, scipy, NetworkX etc.
  • Employ techniques for supervised learning, unsupervised learning and deep learning

Who should Attend

  • Information security executives / managers
  • IT Support executives / managers
  • Corporate governance executives / managers
  • Information security consultants

Pre-requisites

  • Singaporean and Singapore PR eligible
  • CITREP funding and Certificate subject to completion of programme within 3 months
This course is endorsed under Critical Infocomm Technology Resource Programme Plus (CITREP+) Programme.
To find out more about CITREP+ Funding, please refer to Programme Support under Training Course and Certification.


Information is accurate as of 28 August 2018