Research Data Science

Welcome!

Module 1: Introduction to Data Science

Overview
1.1 What is [research] data science?
1.2 Research Data Science project lifecycle
1.3 Equality, diversity and inclusion in data science
1.4 Collaboration and reproducibility
Module 1: Hands-on session

Module 2: Handling data

Overview
2.1 Getting and Loading Data
2.2 Data Wrangling
Module 2: Hands-on session
Module 2: Hands-on session (Solutions)

Module 3: Data Visualisation & Exploration

Overview
3.1 Figures gone wrong
3.2 Rules of the data visualisation game
3.3 Atlas of Visualisations
3.4 Storytelling with data visualisation
3.5 Walkthrough: visualisation for data exploration
Module 3 hands-on session

Module 4: Introduction to Modelling

Overview
4.1 The What and Why of Statistical Modelling
4.2 Fitting (Regression) Models
4.3 Building a simple model
4.4 Evaluating models
Module 4 hands-on session

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By Research Engineering Group, The Alan Turing Institute
© Copyright 2021.