What topics are typically covered in statistics courses?

Statistics courses cover a range of topics essential for understanding and applying statistical methods. These include fundamental concepts such as probability , descriptive statistics , and inferential statistics . Learners will explore topics like hypothesis testing , regression analysis , analysis of variance (ANOVA), and statistical distributions. Advanced courses might explore multivariate statistics, time series analysis , and the use of statistical software like R , SAS , or SPSS . Practical exercises and real-world data analysis projects help learners apply these concepts effectively.

How can I choose the right statistics course for my career goals?

Choosing the right statistics course depends on your current knowledge level and career aspirations. Beginners should look for courses that cover the basics of probability , descriptive statistics , and introductory inferential statistics . Those with some experience might benefit from intermediate courses focusing on specific statistical methods like regression analysis , hypothesis testing , and ANOVA. Advanced learners or professionals seeking specialized knowledge might consider courses on multivariate analysis, time series forecasting , or advanced statistical modeling. Reviewing course content, instructor expertise, and learner feedback can help ensure the course aligns with your career goals.

What career opportunities can I pursue with a certificate in statistics?

A certificate in statistics can open up various career opportunities across multiple industries. Common roles include statistician , data analyst , biostatistician , and market researcher . These positions involve analyzing data, interpreting statistical results, and providing insights to support decision-making processes. With the increasing importance of data-driven approaches in fields such as healthcare, finance, marketing, and public policy, earning a statistics certificate can significantly enhance your career prospects and opportunities for advancement.

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Explore the Statistics Course Catalog

University of Maryland, College Park
Survey Data Collection and Analytics
Skills you'll gain: General Statistics, Probability & Statistics, Survey Creation, Research and Design, Data Analysis, Big Data, People Analysis, Statistical Analysis, Data Management, Market Research, Process Analysis, Social Media, Critical Thinking, Data Model, Decision Making, Estimation, Extract, Transform, Load, Scientific Visualization, Communication, Human Learning
4.4
Rating, 4.4 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Arizona State University
Design of Experiments
Skills you'll gain: Probability & Statistics, Experiment, Statistical Analysis, General Statistics, Statistical Tests, Data Analysis, Research and Design, Regression, Basic Descriptive Statistics, Probability Distribution, Statistical Visualization
4.7
Rating, 4.7 out of 5 stars
346 reviews
Beginner · Specialization · 3 - 6 Months
University of Michigan
Sports Performance Analytics
Skills you'll gain: Data Analysis, Python Programming, Statistical Analysis, General Statistics, Probability & Statistics, Statistical Programming, Regression, Exploratory Data Analysis, Statistical Tests, Basic Descriptive Statistics, Correlation And Dependence, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
246 reviews
Intermediate · Specialization · 3 - 6 Months
Coursera Project Network
RStudio for Six Sigma - Basic Descriptive Statistics
Skills you'll gain: R Programming, Basic Descriptive Statistics, Data Science, General Statistics
4.6
Rating, 4.6 out of 5 stars
62 reviews
Beginner · Guided Project · Less Than 2 Hours
Johns Hopkins University
Simple Regression Analysis in Public Health
Skills you'll gain: Biostatistics, General Statistics, Probability & Statistics, Regression, Statistical Tests, Data Analysis, Critical Thinking, Statistical Analysis, Problem Solving
4.7
Rating, 4.7 out of 5 stars
372 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Developing Data Products
Skills you'll gain: Computer Programming, Data Analysis, R Programming, Statistical Programming, Data Visualization, Data Visualization Software, Interactive Data Visualization, Interactive Design, Product Development, Web Development
4.6
Rating, 4.6 out of 5 stars
2.3K reviews
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Data – What It Is, What We Can Do With It
Skills you'll gain: Data Analysis, General Statistics, Basic Descriptive Statistics, Data Visualization, Exploratory Data Analysis, Probability & Statistics, Research and Design, Statistical Analysis, Statistical Tests
4.6
Rating, 4.6 out of 5 stars
165 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Mathematical Biostatistics Boot Camp 2
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Tests, Mathematics, Statistical Analysis, Biostatistics
4.3
Rating, 4.3 out of 5 stars
132 reviews
Mixed · Course · 1 - 4 Weeks
Arizona State University
Experimental Design Basics
Skills you'll gain: Experiment, General Statistics, Probability & Statistics, Statistical Analysis, Statistical Tests, Data Analysis, Research and Design, Basic Descriptive Statistics, Probability Distribution, Statistical Visualization
4.7
Rating, 4.7 out of 5 stars
284 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: General Statistics, Probability & Statistics, Regression, Statistical Analysis, Experiment, Statistical Tests, Calculus, Linear Algebra, R Programming
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
49 reviews
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Exploring and Producing Data for Business Decision Making
Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Data Analysis, Exploratory Data Analysis, Probability & Statistics, Statistical Analysis, Decision Making, General Statistics, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
1K reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Using probability distributions for real world problems in R
Skills you'll gain: Probability Distribution, R Programming
4.8
Rating, 4.8 out of 5 stars
26 reviews
Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular statistics courses

Survey Data Collection and Analytics: University of Maryland, College Park
Design of Experiments: Arizona State University
Sports Performance Analytics: University of Michigan
RStudio for Six Sigma - Basic Descriptive Statistics: Coursera Project Network
Simple Regression Analysis in Public Health : Johns Hopkins University
Developing Data Products: Johns Hopkins University
Data – What It Is, What We Can Do With It: Johns Hopkins University
Mathematical Biostatistics Boot Camp 2: Johns Hopkins University
Experimental Design Basics: Arizona State University
Statistical Modeling for Data Science Applications: University of Colorado Boulder

Statistics Courses Online

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Explore the Statistics Course Catalog

Survey Data Collection and Analytics

Design of Experiments

Sports Performance Analytics

RStudio for Six Sigma - Basic Descriptive Statistics

Simple Regression Analysis in Public Health

Developing Data Products

Data – What It Is, What We Can Do With It

Mathematical Biostatistics Boot Camp 2

Experimental Design Basics

Statistical Modeling for Data Science Applications

Exploring and Producing Data for Business Decision Making

Using probability distributions for real world problems in R

Statistics learners also search

In summary, here are 10 of our most popular statistics courses

Selecting Statistics Certificate Courses

Frequently Asked Questions about Statistics

What topics are typically covered in statistics courses?‎

How can I choose the right statistics course for my career goals?‎

What career opportunities can I pursue with a certificate in statistics?‎

Other topics to explore