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Statistics Fundamentals

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Statistics Fundamentals

Learn about descriptive statistics, sampling and hypothesis testing.

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Description

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Features

This course includes

Duration

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

Skills

Statistical FoundationsStatistical Hypothesis TestingStatistical AnalysisCentral Limit TheoremDescriptive StatisticsInferential Statistics

Learning Goals

Define and recognize key descriptive statistics
Describe and distinguish between the central limit theorem and law of large numbers
Identify strategies for constructing an unbiased sample
Assemble and perform a two-tail or one-tail t-test
Identify an appropriate sample size based on prior data using a power analysis

Course Content

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Target Audience

Business Intelligence Analyst
Data Scientist
Data Visualization Specialist

Course Overview

Instructor-Moderated Discussions

Post course interactions

Case-Based Learning

Personalized Teaching

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