This module introduces data science and how it impacts business analytics and decision-making. An overview of the data science toolkit and core concepts from statistics and machine learning are discussed and presented. This course also touches on ethics concerning data, data privacy, and data usage policies.
*Curricular information is subject to change
Introduction to Data Science & Big Data
Kinds of Data and transformations
Preprocessing and feature engineering
Imputation and Feature Selection
Exploratory Data Analysis
Classification
Clustering
Model Evaluation
GDPR, Ethics and laws in Data Analytics
| Module Content & Assessment | |
|---|---|
| Assessment Breakdown | % |
| Other Assessment(s) | 100 |