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
Related Topics for further study
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
BeginnerCourse Format
- Self-paced
- Online
- Interactive
Similar Courses
- Statistics for Data Analysis using Excel
- Data Science Essentials
- Python for Data Science
Related Education Paths
Related Books
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 explanationsPros 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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