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Data Science

Correlation

Explore the nuances of correlation in data science, focusing on how relationships are measured and interpreted.
Goal:
Learn how relationships are measured.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Understanding Correlation

Dive into the concept of correlation and its significance in data analysis.
Start2 Micro-lessons

Micro lesson 1
Positive and Negative Correlation
Micro lesson 2
Correlation Coefficient
Lesson 2

Types of Correlation

Explore different types of correlation and their applications.
Start2 Micro-lessons

Micro lesson 1
Pearson vs Spearman
Micro lesson 2
Applications of Correlation
Lesson 3

Correlation vs Causation

Differentiate between correlation and causation in data science.
Start2 Micro-lessons

Micro lesson 1
Misinterpretation of Correlation
Micro lesson 2
Correlation in Complex Systems