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

University of Illinois Urbana-Champaign
Text Retrieval and Search Engines
Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods, Algorithms, Probability & Statistics
4.5
Rating, 4.5 out of 5 stars
959 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Universidad de los Andes
Introducción a la inteligencia artificial contemporánea
Skills you'll gain: Artificial Intelligence, Image Analysis, Reinforcement Learning, Computer Vision, Machine Learning, Semantic Web, Natural Language Processing, Embedded Systems, Supervised Learning, Deep Learning, Algorithms, Ethical Standards And Conduct
4.6
Rating, 4.6 out of 5 stars
286 reviews
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Application of AI, InsurTech, and Real Estate Technology
Skills you'll gain: FinTech, Financial Services, Emerging Technologies, Market Analysis, Artificial Intelligence and Machine Learning (AI/ML), Real Estate, Insurance, Artificial Intelligence, Investment Management, Asset Management, Market Trend, Machine Learning
4.6
Rating, 4.6 out of 5 stars
555 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
Utrecht University
Clinical Epidemiology
Skills you'll gain: Epidemiology, Biostatistics, Clinical Research, Medical Science and Research, Clinical Trials, Patient Evaluation, Public Health, Patient Treatment, Predictive Modeling, Analysis, Risk Modeling, Statistical Modeling, Data Collection
4.7
Rating, 4.7 out of 5 stars
356 reviews
Intermediate · Course · 1 - 3 Months
SAS
Doing More with SAS Programming
Skills you'll gain: SAS (Software), Data Manipulation, Consolidation, Data Transformation, Data Processing, Data Analysis, Data Presentation
4.8
Rating, 4.8 out of 5 stars
939 reviews
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Ciencia de datos
Skills you'll gain: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Science, Jupyter, Data Analysis, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Statistical Analysis, Regression Analysis, Applied Machine Learning
4.7
Rating, 4.7 out of 5 stars
509 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free
Vanderbilt University
Case Studies in Personalized Medicine
Skills you'll gain: Precision Medicine, Medical Science and Research, Health Informatics, Biostatistics, Electronic Medical Record, Healthcare Ethics, General Medicine, Clinical Research, Probability & Statistics, Statistical Analysis, Molecular Biology, Pharmacology
4.8
Rating, 4.8 out of 5 stars
496 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Universidad Austral
Finanzas Corporativas
Skills you'll gain: Financial Statement Analysis, Financial Modeling, Corporate Finance, Financial Management, Financial Analysis, Income Statement, Balance Sheet, Capital Budgeting, Risk Analysis, Risk Management, Investment Management, Financial Forecasting, Cash Flows, Return On Investment, Microsoft Excel
4.7
Rating, 4.7 out of 5 stars
506 reviews
Beginner · Course · 1 - 4 Weeks
Tufts University
Hypothesis Testing with Python and Excel
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Business Analytics, Python Programming
4.2
Rating, 4.2 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Microsoft
Microsoft Data Visualization
Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Visualization Software, Data Modeling, Data Governance, Extract, Transform, Load, Interactive Data Visualization, Business Intelligence, Data Analysis, Statistical Analysis, Data Architecture, Correlation Analysis, Data Cleansing, Data Transformation, Database Design, Statistical Visualization
4.6
Rating, 4.6 out of 5 stars
59 reviews
Beginner · Professional Certificate · 3 - 6 Months
Kennesaw State University
Six Sigma Advanced Analyze Phase
Skills you'll gain: Statistical Hypothesis Testing, Six Sigma Methodology, Lean Six Sigma, Process Improvement, Process Analysis, Statistical Methods, Statistical Analysis, Statistics, Data Analysis, Analytical Skills, Variance Analysis
4.8
Rating, 4.8 out of 5 stars
950 reviews
Intermediate · Course · 1 - 4 Weeks
University of Minnesota
Statistical Molecular Thermodynamics
Skills you'll gain: Physics, Thermal Management, Chemistry, Physical Science, Engineering Analysis, Applied Mathematics, Calculus, Mathematical Modeling
4.9
Rating, 4.9 out of 5 stars
357 reviews
Beginner · Course · 1 - 3 Months