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Further Data Analysis with R, Using Real-World Data from HIV, TB and Malaria
This intermediate course aims to further your analytical skills in R. You will cover:
Working with dates, factors and strings
Techniques for thorough data cleaning
Implementing conditional functions for advanced data examination
Joining data sources for enriched analysis
Employing loops for systematic data processing
Advanced string manipulation
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Course Content
WEEK 1
String Manipulation
Sample Topic
Factors in R
Sample Topic
WEEK 2
Dates 1: Recognizing and Formatting Dates
Sample Topic
Dates 2: Intervals, Components and Rounding
Sample Topic
WEEK 3
Joining 1: Intro to Joining Datasets
Sample Topic
Joining 2: Mismatched Values, One-to-Many & Multi-Key Joins
Sample Topic
WEEK 4
Functions and Conditionals
Sample Topic
For Loops
Sample Topic
WEEK 5
Data Cleaning 1: Data Diagnostics
Sample Topic
Data Cleaning 2: Fixing Inconsistencies
Sample Topic
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