Statistics for Life Scientists
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Welcome!
Course Introduction
Chapter 1: Introduction to Statistical Thinking and Data Analysis
Why take this course?
Experimental Design
Biological and Technical Controls
Choosing the Right Sample Size
Randomization Techniques for Reducing Bias
Data Collection and Management
Background Readings
Chapter 1: Test Yourself
Chapter 2: Understanding Probability Concepts in Statistics
Descriptive Statistics
Probability Distributions
Normal Distribution
Normality Testing
Skewed Data and Logarithmic Transformation
Chapter 2: Test Yourself
Chapter 3: Comparing Groups with Statistics
Formulating Null and Alternative Hypotheses
Understanding T-tests and ANOVAs
ANOVA
Post-hoc Tests
Interpreting P-values for Biological Significance
Chapter 3: Test Yourself
Congratulations!
Learning Checklist
Products
Course
Statistics for Life Scientists
Statistics for Life Scientists
Statistics for Life Scientists
Buy now
Learn more
Welcome!
Course Introduction
Chapter 1: Introduction to Statistical Thinking and Data Analysis
Why take this course?
Experimental Design
Biological and Technical Controls
Choosing the Right Sample Size
Randomization Techniques for Reducing Bias
Data Collection and Management
Background Readings
Chapter 1: Test Yourself
Chapter 2: Understanding Probability Concepts in Statistics
Descriptive Statistics
Probability Distributions
Normal Distribution
Normality Testing
Skewed Data and Logarithmic Transformation
Chapter 2: Test Yourself
Chapter 3: Comparing Groups with Statistics
Formulating Null and Alternative Hypotheses
Understanding T-tests and ANOVAs
ANOVA
Post-hoc Tests
Interpreting P-values for Biological Significance
Chapter 3: Test Yourself
Congratulations!
Learning Checklist
Learn more
Buy now
This course will help you understand why we need statistics, how to create reproducible data workflows, and showcase step-by-step examples using real-world biological data.
Welcome!
1 Lesson
Course Introduction
Chapter 1: Introduction to Statistical Thinking and Data Analysis
8 Lessons
Why take this course?
Experimental Design
Biological and Technical Controls
Choosing the Right Sample Size
Randomization Techniques for Reducing Bias
Data Collection and Management
Background Readings
Chapter 1: Test Yourself
Chapter 2: Understanding Probability Concepts in Statistics
6 Lessons
Descriptive Statistics
Probability Distributions
Normal Distribution
Normality Testing
Skewed Data and Logarithmic Transformation
Chapter 2: Test Yourself
Chapter 3: Comparing Groups with Statistics
6 Lessons
Formulating Null and Alternative Hypotheses
Understanding T-tests and ANOVAs
ANOVA
Post-hoc Tests
Interpreting P-values for Biological Significance
Chapter 3: Test Yourself
Congratulations!
1 Lesson
Learning Checklist