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Intro to Descriptive Statistics

Approx. 2 months

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Brief Introduction

This course will teach you the basic terms and concepts in statistics as well as guide you through introductory probability. You will learn how to....

Course Summary

Learn the fundamentals of descriptive statistics and apply them to real-world scenarios. This course will teach you how to summarize and interpret data using various statistical measures and visualizations.

Key Learning Points

Understand the basics of statistical analysis
Learn how to summarize and interpret data using various statistical measures and visualizations
Apply descriptive statistics to real-world scenarios

Learning Outcomes

Ability to summarize and interpret data using various statistical measures and visualizations
Understanding of probability and sampling techniques
Ability to apply descriptive statistics to real-world scenarios

Prerequisites or good to have knowledge before taking this course

Basic knowledge of algebra
Familiarity with Excel or Google Sheets

Course Difficulty Level

Beginner

Course Format

Self-paced
Online
Interactive

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Description

Intro to Descriptive Statistics will teach you the basic concepts of statistics that can be used to extract information from data.

Requirements

This course assumes understanding of basic algebra and arithmetic. See the Technology Requirements for using Udacity.

Knowledge

Instructor videosLearn by doing exercisesTaught by industry professionals

Outline

lesson 1 Intro to Research Methods Introduction to several statistical study methods. Learn the positives and negatives of each. lesson 2 Visualizing Data Take your data and display it to the world. Create and interpret histograms bar charts and frequency plots. lesson 3 Central Tendency Compute and interpret the 3 measures of center for distributions: the mean median and mode. lesson 4 Variability Quantify the spread of data using the range and standard deviation. Identify outliers in data sets using the concept of the interquartile range. lesson 5 Standardizing Convert distributions into the standard normal distribution using the Z-score. Compute proportions using standardized distributions. lesson 6 Normal Distribution Use normalized distributions to compute probabilities Use the Z-table to look up the proportions of observations above below or in between values lesson 7 Sampling Distributions Apply the concepts of probability and normalization to sample data sets.

Summary of User Reviews

Discover the world of descriptive statistics in this introductory course by Udacity. Students praise the course's clear and concise explanations, making it easy to understand complex concepts. With a high overall rating, this course is perfect for those who want to gain a deeper understanding of statistics.

Key Aspect Users Liked About This Course

Clear and concise explanations

Pros from User Reviews

Easy to understand complex concepts
Good pace of learning
Great introductory course for beginners

Cons from User Reviews

Lacks practical application of concepts
Some users found the course too basic
Not enough practice exercises

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