Chapter 4 Advanced Statistics

Tags

• Author : AH Uyekita
• Title : Advanced Statistics
• Date : 02/01/2019
• Course : Data Science II - Foundations Nanodegree
• COD : ND111

Related Courses

• UD170 - Introduction to Inferential Statistics
• UD170 - Introduction to Descriptive Statistics

Outline

• [x] Lesson 01 - Descriptive Statistics - Part 1
• [x] Lesson 02 - Descriptive Statistics - Part 2
• [x] Lesson 03 - Admissions Case Study
• [x] Lesson 04 - Probability
• [x] Lesson 05 - Binomial Distribution
• [x] Lesson 06 - Conditional Probability
• [x] Lesson 07 - Bayes Rule
• [x] Lesson 08 - Python Probability Practice
• [x] Lesson 09 - Normal Distribution Theory
• [x] Lesson 10 - Sampling Distributions and the Central Limit Theorem
• [x] Lesson 11 - Confidence Intervals
• [x] Lesson 12 - Hypothesis Testing
• [x] Lesson 13 - Case Study: A/B Tests
• [x] Lesson 14 - Regression
• [x] Lesson 15 - Multiple Linear Regression
• [x] Lesson 16 - Logistic Regression
• [x] Project 03 - Analyze A/B Test Results

 

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A work by AH Uyekita

anderson.uyekita[at]gmail.com