Data Analytics: Learning from Data
Data Analytics: Learning from Data
Syllabus
Schedule
Content
Examples
Exercises
Assignments
Resources
Overview
Exercises
R Basics
1. R Syntax, Vectors, missing data
2. Import, inspect, and clean data
3. Handling dates and times
Data Science
1. Visualise data
2. Manipulate data
3. Reshape data
Inference
1. Confidence intervals
2. Thought Questions
Modelling
1. Exploratory Data Analysis for Modelling
2. Model Fitting
3. Model Diagnostics
Exploratory Data Analysis for Modelling
Cite
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