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0.
Preparation
1.
Introduction
Reading
Lecture
Lab
Lab answers
2.
Visualization
Basics of ggplot
Reading
Lecture
Lab
Lab answers
3.
Model accuracy and fit
Reading
Lecture
Lab
Lab answers
4.
Linear Regression ++
Reading
Lecture
Lab
Lab answers
Basics: Data Importing
Basics: dplyr
5.
Classification
Reading
Lecture
Lab
Lab answers
6.
Interactive Data Visualization
Reading
Lecture
Lab
Lab answers
Code shiny app lab 6
7.
Tree Based Methods
Reading
Lecture
Lab
Lab answers
8.
Text Mining
Reading
Lecture
Lab
Lab answers
9.
Network Analysis
Reading
Lecture
Lab
Lab answers
Exam
Assignments
Group assignment - part 1
Final Group Assignment
Clear History
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Applied Data Science and Visualization
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Week 1 Introduction
> Lecture week 1 - Introduction
Lecture week 1 - Introduction
You can view/download the lecture sheets of lecture 1 as a
html presentation
pdf handout