AI & High-Tech Programme

Data Science & Analytics

AI & High-Tech Programme | Intermediate Level

Duration

8 Weeks

Level

Intermediate

Delivery

Blended / Online

CPD Hours

32 Hours

About the Programme

Course Overview

This course covers the complete data science workflow --- from data wrangling and statistical analysis through to visualisation, predictive modelling, and business storytelling. Learners will use Python and SQL to solve real-world problems and communicate findings to both technical and non-technical audiences.

Curriculum

Course Modules

Module 1The Data Science Workflow & Toolkit

The Data Science Workflow & Toolkit

Module 2SQL & Database Fundamentals

SQL & Database Fundamentals

Module 3Data Wrangling with Python

Data Wrangling with Python

Module 4Statistical Analysis & Inference

Statistical Analysis & Inference

Module 5Data Visualisation & Storytelling

Data Visualisation & Storytelling

Module 6Predictive Analytics & Forecasting

Predictive Analytics & Forecasting

Module 7Capstone: Business Analytics Project

Capstone: Business Analytics Project