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Case Studies in Statistical Thinking

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Certification

Case Studies in Statistical Thinking

Mastery can be achieved when you apply your statistical thinking skills in order to extract actionable insight from real-world data.

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Description

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Features

This course includes

Duration

4 hours
Video Content
4 hours
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Mobile, Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

Statistical Hypothesis TestingStatistical AnalysisRegression AnalysisData Analysis

Learning Goals

In this course, you will apply your statistical thinking skills, exploratory data analysis, parameter estimation, and hypothesis testing, to two new real-world data sets
You will explore data from the 2013 and 2015 FINA World Aquatics Championships, where you will quantify the relative speeds and variability among swimmers
You will then perform a statistical analysis to assess the "current controversy" of the 2013 Worlds in which swimmers claimed that a slight current in the pool was affecting result

Course Content

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Prerequisites/Requirements

Statistical Thinking in Python (Part 1)
Statistical Thinking in Python (Part 2)

Instructors

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Justin Bois

Lecturer at the California Institute of Technology

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Course Overview

Case Studies, Hands-On Training, Instructor-Moderated Discussions

Post course interactions

Virtual labs

Case-Based Learning

International faculty

Reviews

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Course Cover

₹1,093

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