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Data Analytics Professional Certificate
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Course 2
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Module 4
Syllabus
Courses
Course Syllabus
Applied Statistics for Data Analytics
Module 1: Foundational statistical techniques
Introduction
Populations & sampling
Central tendency
Variability & skewness
Correlation
Segmentation
Graded Quiz
Graded Lab
Lecture Notes (Optional)
Module 2: Probability and simulation
Introduction
Fundamentals of probability
Discrete probability distributions
Simulation
Graded Quiz
Graded Lab
Lecture Notes (Optional)
Module 3: Confidence intervals
Introduction
Inferential statistics
Confidence intervals for means
Confidence intervals for proportions
LLMs for confidence intervals
Graded Quiz
Graded Lab
Lecture Notes (Optional)
Module 4: Hypothesis testing
Introduction
Hypothesis testing for means
Other hypothesis tests
LLMs for hypothesis testing
Graded Quiz
Graded Lab
Lecture Notes (Optional)
Capstone
Capstone: Heart disease prevention
Reading
・
1h20m
Capstone: Heart disease prevention insights quiz
Graded
・Quiz
・
30m
Course wrap up
Acknowledgments
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