Undergraduate Certificate in Advanced Techniques for Small Datasets

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Overview

Learning outcomes

Course content

Introduction to Small Data Analytics

Statistical Methods for Small Datasets

Data Visualization Techniques

Machine Learning with Limited Data

Qualitative Analysis of Small Data

Data Collection Strategies for Small Samples

Ethics in Small Data Research

Case Studies in Small Data Applications

Advanced Data Cleaning and Preprocessing

Communicating Insights from Small Datasets

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90