EdinburghX: Statistics: Unlocking the World of Data
by The University of Edinburgh
Week 1: Introducing Data
Introduction to statistics, techniques for data presentation and summarization.
Week 2: Patterns in Data
Finding and interpreting relationships between datasets, trend utilization for predictions.
Week 3: Collecting Data
Methods of data collection, sampling principles, and statistical experiment setup.
Week 4: Uncertainty in Data
Introduction to probability and its application in measuring uncertainty in statistical data.
Week 5: Distribution
Exploration of probability distributions and their applications in statistical methods.
Week 6: Estimation
Estimating population properties using samples; constructing uncertainty intervals.
Fundamentals of hypothesis testing in scientific research.
Week 7: Statistical Testing
Introduction and application of hypothesis testing.
Week 8: Further Statistical Testing
Advanced hypothesis testing techniques used in scientific studies.
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