What Will You Learn?
In this course, you'll discover how to answer questions like these as you grow your statistical skills and learn how to calculate averages, use scatterplots to show the relationship between numeric values, and calculate the correlation. You'll also tackle probability, the backbone of statistical reasoning, and learn how to use Python to conduct a well-designed study to draw your own conclusions from data.
About This Course
About This Course
Provider: Datacamp
Format: Online
Duration: 4 hours total to complete [Approx.]
Target Audience: Intermediate
Learning Objectives: By the end of this course, You'll learn how to calculate averages, use scatterplots to show the relationship between numeric values, and calculate the correlation.
Course Prerequisites: Basic knowledge of Python and Data Manipulation with pandas
Assessment and Certification: NA
Instructor: Maggie Matsui
Key Topics: Understand the fundamental concepts of statistics, analyze data to draw insights, and learn how probability can be applied to commercial scenarios.
Topic Covered:
- What are statistics
- Summary statistics
- Random Numbers and Probability
- critical thinking skills
- Probability and distributions
- Discrete and continuous probability distributions
- More Distributions and the Central Limit Theorem
- Correlation and Hypothesis Testing
- Correlation and Experimental Design
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