What is statistical inference?

Statistical inference is the process whereby you can draw conclusions about a population based on random samples of that population and the statistics that you draw from those samples. When you rely on statistical inference, you take what you've observed about your samples of that population and apply them to the group as a whole. Applying statistical inference allows you to take what you know about the population as well as what's uncertain to make statements about the entire population based on your analysis.

Why is it important to learn about statistical inference?

If you want to learn about a certain population—whether they're customers or fellow employees—you can use statistical inference to draw conclusions about that population based on your analysis of data about them. You can't always survey or test an entire population to gain insight, but you can sample the population and make educated assumptions based on the data. Understanding statistical inference allows you to take that data and use it to draw conclusions that make sense and prove true.

How can I apply statistical inference in my career?

Statistical inference has plenty of benefits for different business sectors. Statisticians and data analysts use this method often to draw conclusions based on samples of populations. If you're in sales or product development, you can use statistical inference to determine which brands or products are popular with your customers or clients. Scientists use statistical inference to test hypotheses and draw conclusions when it's impossible for them to test or sample an entire population. You can apply statistical inference to analyze the data from surveys of any population that you sample.

How can online courses on Coursera help me learn about statistical inference?

Online courses on Coursera give you both a grasp of the concepts of statistical inference and practical applications. You'll learn from the best instructors in the academic world, and you can learn at a pace and schedule that best suits your schedule and lifestyle. When you finish our courses, you'll know how to use statistical inference in your career, which will give you an advantage whether you're trying to get better at your current job or whether you're looking to make a career change.

What are the benefits of taking an online Statistical Inference course?

Online Statistical Inference courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Inference skills. Choose from a wide range of Statistical Inference courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Inference courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Inference, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Inference Courses - Learn Statistical Inference Online

Explore the Statistical Inference Course Catalog

Status: Free Trial
Johns Hopkins University
Introduction to Neurohacking In R
Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Image Analysis, Data Manipulation, Neurology, R Programming, Radiology, Data Processing, Scientific Visualization, Data Analysis Software
4.6
Rating, 4.6 out of 5 stars
311 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Data Visualization in R with ggplot2
Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Heat Maps, R Programming, Graphical Tools, Data Wrangling, Tidyverse (R Package), Graphics Software
4.9
Rating, 4.9 out of 5 stars
127 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Wesleyan University
Regression Modeling in Practice
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, SAS (Software), Scatter Plots, Statistical Programming, Predictive Modeling, Statistical Hypothesis Testing, Plot (Graphics)
4.4
Rating, 4.4 out of 5 stars
274 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Amsterdam
Methods and Statistics in Social Science - Final Research Project
Skills you'll gain: Statistical Analysis, Research, Research Reports, Data Analysis, Research Design, Data Collection, Research Methodologies, Surveys, Qualitative Research, Experimentation, Descriptive Statistics, Survey Creation
4.4
Rating, 4.4 out of 5 stars
63 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
The Data Driven Manager
Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Correlation Analysis, Data Literacy, Probability Distribution, Descriptive Statistics, Data Analysis, Statistical Analysis, Estimation, Data Collection, Risk Analysis, Statistical Software, Statistical Visualization, Statistical Methods, Box Plots, R Programming, Return On Investment, Probability & Statistics, Exploratory Data Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
37 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Data Science with R - Capstone Project
Skills you'll gain: Shiny (R Package), Data Presentation, Exploratory Data Analysis, Data Wrangling, Predictive Modeling, Tidyverse (R Package), Data Science, Data Collection, Data Manipulation, Dashboard, Data Analysis, Data Cleansing, Statistical Modeling, R Programming, Regression Analysis, Ggplot2, Data Transformation, Web Scraping, SQL
4.6
Rating, 4.6 out of 5 stars
95 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of London
Statistics for International Business
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Data Analysis, Histogram, Graphing
3.8
Rating, 3.8 out of 5 stars
308 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Yonsei University
Big Data Emerging Technologies
Skills you'll gain: Apache Spark, Big Data, SPSS, Analytics, Real Time Data, Apache Hadoop, Data Processing, Business Analytics, Statistical Analysis, Data Analysis Software, Business Strategy, Market Share, Scalability, Machine Learning Algorithms
4.7
Rating, 4.7 out of 5 stars
302 reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
KI für alle
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Strategy, Data Ethics, Data Science, Business Analytics, Artificial Neural Networks, Machine Learning, Cross-Functional Collaboration, Deep Learning
4.8
Rating, 4.8 out of 5 stars
16 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Illinois Tech
Artificial Intelligence
Skills you'll gain: Artificial Intelligence, Generative AI, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, OpenAI, Supervised Learning, Business Intelligence, Business, Business Solutions, Automation, Ethical Standards And Conduct, Technology Strategies, Market Intelligence, ChatGPT, Human Machine Interfaces, Emerging Technologies, Deep Learning, Market Data, Productivity Software
4.6
Rating, 4.6 out of 5 stars
24 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Macquarie University
Business intelligence and data analytics: Generate insights
Skills you'll gain: SAS (Software), Business Analytics, Dashboard, Analytics, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Trend Analysis, Forecasting, Histogram, Correlation Analysis, Ethical Standards And Conduct, Statistics, Predictive Modeling, Innovation, Sustainability Reporting
4.6
Rating, 4.6 out of 5 stars
450 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Macquarie University
Excel Regression Models for Business Forecasting
Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Business Mathematics, Microsoft Excel, Statistical Modeling, Trend Analysis, Statistical Analysis, Data Visualization Software
4.9
Rating, 4.9 out of 5 stars
109 reviews
Intermediate · Course · 1 - 3 Months