beginnerFree
Data Science Essentials
by Microsoft Team · edX
4.4(3,500 reviews)
100K+ enrolled6 weeksUpdated 2024-05
What You'll Learn
Understand the fundamentals and key concepts of data science
Apply data science techniques to solve real-world problems
Understand the fundamentals and key concepts of statistics
Apply statistics techniques to solve real-world problems
Understand the fundamentals and key concepts of data analysis
Apply data analysis techniques to solve real-world problems
About This Course
Microsoft course covering data exploration, statistical testing, probability distributions, and basic ML with Azure ML.
Curriculum
Module 1: Data science & Statistics6 lessons
- Introduction to data science
- Data science in Practice
- Hands-on Exercise: Data science
- Introduction to statistics
- Statistics in Practice
- Hands-on Exercise: Statistics
Module 2: Data analysis & Probability6 lessons
- Introduction to data analysis
- Data analysis in Practice
- Hands-on Exercise: Data analysis
- Introduction to probability
- Probability in Practice
- Hands-on Exercise: Probability
Module 3: Azure ML3 lessons
- Introduction to Azure ML
- Azure ML in Practice
- Hands-on Exercise: Azure ML
Instructor
Microsoft Team
Instructor at edX
Pros & Cons
Pros
- Completely free to access
- High-quality video lectures
- Taught by Microsoft Team
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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