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Demo Course - Statistics

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About the Course

Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.

Topics include Descriptive Statistics, Sampling and Randomized Controlled Experiments, Probability, Sampling Distributions and the Central Limit Theorem, Regression, Common Tests of Significance, Resampling, Multiple Comparisons.

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160 course(s) 286 students

Introduction and Descriptive Statistics for Exploring Data
67 min of videos | 35 min of readings | 1 graded assignment

This module provides an overview of the course and a review of the main tools used in descriptive statistics to visualize information.

Learning Objectives
- Getting to know the course, the instructor and requirements
- Understanding the basics of descriptive statistics and its tools
- Getting familiar with important principles for visualizing information
- Ability to apply knowledge and understand descriptive statistics of real data
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Read First - Important Information About Your Course

Course Syllabus
Topic 2
Welcome and Introductions

Course Welcome

Meet Guenther Walther
Descriptive Statistics and Visualizing Information

Introduction

Pie Chart, Bar Graph, and Histograms

Box-and-Whisker Plot and Scatter Plot
Discussion Forum

For any queries or discussions, course participants can share their thoughts here. The Forum helps connect medical professionals and interact with one another as a community.

Statistics Discussion
Numerical Summary Measures

Mean and Median

Percentiles, the Five Number Summary, and Standard Deviation
Summary

[EXTRA] Industry Insight: Introduction to Andrew Radin
Assessment

Test Assessment
Certificate

Demo Course - Statistics Certificate
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Topic 11