STAT 100: Introduction to Statistics
Build a solid foundation in statistical reasoning with real-world applications and practical examples.
Course Preview
Course Description
This comprehensive course provides a foundational understanding of statistical reasoning, covering graphical and numerical data descriptions, probability, sampling distributions, and basic statistical testing. Students learn to summarize data, understand randomness, and draw conclusions using real-world examples, with an emphasis on statistical thinking over complex calculations. Perfect for beginners who want to understand the fundamentals of statistics and how they apply to everyday decision-making.
What You'll Learn
Course Content
Module 1: Introduction to Statistics
- What is Statistics? (15 min)
- Types of Data and Variables (20 min)
- Population vs Sample (10 min)
- Statistical Software Overview (25 min)
Module 2: Descriptive Statistics
- Measures of Central Tendency (30 min)
- Measures of Variability (25 min)
- Data Visualization Techniques (35 min)
- Practical Exercises (40 min)
Module 3: Probability and Distributions
- Probability Basics (25 min)
- Normal Distribution (30 min)
- Other Important Distributions (35 min)
- Central Limit Theorem (20 min)
Requirements
Prerequisites
- Basic mathematics knowledge (high school level)
- Computer with internet access
- Willingness to practice with real datasets
- No prior statistics experience required
This course includes:
Your Instructor
Statistics Expert
Professional Statistics Educator with 5+ years of experience teaching students and professionals.
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