Course #1
What is Data Science
A practical introduction to how data science works and why it matters in real life.
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #2
Data Types
Explore the different types of data used in data science and their significance.
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #3
Data Collection
Explore the methods and importance of data collection in data science.
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #4
Data Cleaning
Learn the essential techniques of data cleaning to ensure data quality and consistency.
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #5
Data Exploration
Explore the fundamentals of examining data to uncover patterns and insights.
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #6
Descriptive Statistics
Explore the techniques of summarizing data effectively.
3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #7
Data Visualization
Explore the art and science of presenting data visually to uncover insights and tell compelling stories.
3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #8
Correlation
Explore the nuances of correlation in data science, focusing on how relationships are measured and interpreted.
3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #9
Feature Selection
Explore the techniques of selecting relevant features in data science to improve model performance.
3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #10
Data Transformation
Explore the intricacies of data transformation and how it plays a critical role in data science.
3 Lessons6 Micro-lessonsDifficulty: Intermediate