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

Coursera Project Network
COVID19 Data Analysis Using Python
Skills you'll gain: Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Python Programming
4.5
Rating, 4.5 out of 5 stars
2K reviews
Intermediate · Guided Project · Less Than 2 Hours
Johns Hopkins University
Mastering Software Development in R
Skills you'll gain: Ggplot2, Open Source Technology, Tidyverse (R Package), Package and Software Management, Web Scraping, Data Manipulation, Data Visualization Software, R Programming, Data Visualization, Datamaps, Interactive Data Visualization, Scatter Plots, Object Oriented Programming (OOP), GitHub, Version Control, Rmarkdown, Data Cleansing, Debugging, Functional Design, Data Analysis Software
4.2
Rating, 4.2 out of 5 stars
1.5K reviews
Beginner · Specialization · 3 - 6 Months
New York Institute of Finance
Introduction to Risk Management
Skills you'll gain: Risk Management, Business Risk Management, Risk Modeling, Operational Risk, Enterprise Risk Management (ERM), Credit Risk, Risk Analysis, Portfolio Management, Capital Markets, Financial Market, Financial Regulations, Financial Services, Finance, Financial Regulation, Financial Modeling, Regulation and Legal Compliance, Market Liquidity, Probability Distribution
4.6
Rating, 4.6 out of 5 stars
679 reviews
Beginner · Course · 1 - 3 Months
University of California, Davis
Visual Analytics with Tableau
Skills you'll gain: Data Integration, Data Mapping, Data Visualization Software, Tableau Software, Graphing, Histogram, Scatter Plots, Statistical Visualization, Interactive Data Visualization, Heat Maps, Data Analysis
4.6
Rating, 4.6 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
IBM
Business Intelligence (BI) Essentials
Skills you'll gain: Business Intelligence, Data-Driven Decision-Making, Data Mining, Business Analytics, Data Analysis, Data Storytelling, Data Management, Data Warehousing, Data Wrangling, Extract, Transform, Load, Statistical Analysis, Business Analysis, Data Visualization Software, Key Performance Indicators (KPIs)
4.7
Rating, 4.7 out of 5 stars
284 reviews
Beginner · Course · 1 - 3 Months
SAS
SAS Visual Business Analytics
Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Data Visualization, Text Mining, Ad Hoc Reporting, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Data Mapping, Analytics, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Business Reporting, Exploratory Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free
University of Alberta
Science Literacy
Skills you'll gain: Scientific Methods, General Science and Research, Research Methodologies, Research, Research Design, Peer Review, Media and Communications, Correlation Analysis, Probability & Statistics, Statistical Inference
4.3
Rating, 4.3 out of 5 stars
259 reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Leeds
Statistical Methods
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistical Inference, R Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics)
4.8
Rating, 4.8 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Commonwealth Education Trust
Foundations of Teaching for Learning: Introduction to Student Assessment
Skills you'll gain: Constructive Feedback, Teaching, Student Engagement, Quality Assessment, Educational Materials, Instructional Strategies, Peer Review, Test Tools, Curriculum Development, Statistical Reporting, Performance Reporting, Reliability
4.9
Rating, 4.9 out of 5 stars
1K reviews
Mixed · Course · 1 - 3 Months
The University of Melbourne
Essentials of Corporate Finance
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Statements, Financial Accounting, Accounting, Financial Systems, Financial Modeling, Investments, Capital Markets, Market Liquidity, Financial Management, Balance Sheet, Financial Market, Income Statement, Corporate Finance, Business Valuation, International Finance, Capital Budgeting, Portfolio Management, Investment Management
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Intermediate · Specialization · 3 - 6 Months
Google Cloud
Responsible AI: Applying AI Principles with Google Cloud
Skills you'll gain: Data Ethics, Artificial Intelligence, Business Ethics, Accountability, Compliance Training, Ethical Standards And Conduct, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Governance, Machine Learning, Decision Making, Corporate Strategy, Business Leadership
4.6
Rating, 4.6 out of 5 stars
503 reviews
Beginner · Course · 1 - 3 Months
Yonsei University
Emerging Technologies: From Smartphones to IoT to Big Data
Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Internet Of Things, Live Streaming, Cloud Platforms, Analytics, Real Time Data, Apache Hadoop, Multimedia, Emerging Technologies, Apple iOS, Mobile Development Tools, Product Planning, Android (Operating System)
4.7
Rating, 4.7 out of 5 stars
1.9K reviews
Beginner · Specialization · 3 - 6 Months