Course curriculum
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1
Chapter 0 - Read Before Start
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1. Introduction To The Course
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2. Importance Of This Course
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3. Skills & Opportunities
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2
Descriptive Statistics
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Introduction to Statistics and Basic Terminology
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Measures of Location - Mean Median Mode
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Measures of Location - Percentiles and Quartiles
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Measures of Variability - Range, IQR
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Measures of Variability - Variance and SD
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Measures of Correlation between Variables
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Quiz 1 - Measure of Location
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Quiz 2 - Measures of Variability and Correlation
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Feedback
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3
Inferential Statistics
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Introduction to Inferential Statistics
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Hypothesis Testing - Null and Alternative Hypothesis
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Errors and Significance Level in Hypothesis Test
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Quiz 3 - Null and Alternative Hypothesis
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Hypothesis Test Sigma Known - One Tailed Test
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Hypothesis Test Sigma Known - Two Tailed Test
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Quiz 5 - Hypothesis Testing Sigma Known
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Hypothesis Test Sigma Unknown
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Quiz 6 - Hypothesis Testing Sigma Unknown
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Feedback
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4
Simple Linear Regression
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Introduction to Regression
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Simple Linear Regression Procedure
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Goodness of Fit
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Quiz 7 - Linear Regression and Goodness of Fit
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Feedback
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