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  • Author: BaDshaH
  • Date: 9-03-2015, 14:53
9-03-2015, 14:53

Coursera - Data Analysis and Statistical Inference

Category: Tutorials


This course introduces you to the discipline of statistics as a science of understanding and analyzing data. You will learn how to effectively make use of data in the face of uncertainty: how to collect data, how to analyze data, and how to use data to make inferences and conclusions about real world phenomena.
Instructor: Mine Çetinkaya-Rundel

Week 1: Unit 1 - Introduction to data

Week 2: Unit 2 - Probability and distributions

Week 3: Unit 3 - Foundations for inference

Part 5 - Decision errors, significance, and confidence

Week 4: Unit 4 - Inference for numerical variables

Week 5: Unit 5 - Inference for categorical variables

Week 6: Unit 6 - Introduction to linear regression

Week 7: Unit 7 - Multiple linear regression

Week 9: Review / catch-up week
Bayesian vs. frequentist inference
Week 10: Final exam

More Info: https://www.coursera.org/course/statistics



Coursera - Data Analysis and Statistical Inference


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