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 Pennsylvania
Deep Learning Essentials
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Data Processing, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Network Architecture
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
AWS AutoGluon for Machine Learning Classification
Skills you'll gain: AWS SageMaker, Applied Machine Learning, Amazon Web Services, Classification And Regression Tree (CART), Predictive Modeling, Machine Learning Algorithms, Machine Learning, Supervised Learning
Intermediate · Guided Project · Less Than 2 Hours
Edureka
Use Tableau for your Data Science Workflow
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Tableau Software, Data Visualization Software, Dashboard, Data Integration, Tree Maps, Advanced Analytics, Exploratory Data Analysis, Heat Maps, Data Mapping, Data Import/Export, Correlation Analysis
Beginner · Course · 1 - 4 Weeks
Google Cloud
Art and Science of Machine Learning en Français
Skills you'll gain: Tensorflow, Performance Tuning, Machine Learning Algorithms, Artificial Neural Networks, Supervised Learning, Dimensionality Reduction, Machine Learning, Google Cloud Platform
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Data Viz Using Tableau & Presenting With Storytelling
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Tableau Software, Presentations, Interactive Data Visualization, Verbal Communication Skills, Statistical Visualization, Storytelling, Persuasive Communication, Chart.js, Data Analysis, Pivot Tables And Charts, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis, Forecasting
Beginner · Course · 1 - 4 Weeks
Board Infinity
The Rise of Generative AI
Skills you'll gain: Generative AI, Artificial Neural Networks, Artificial Intelligence, Deep Learning, Computer Vision, Machine Learning, Natural Language Processing
Beginner · Course · 1 - 4 Weeks
University of California San Diego
Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution
Skills you'll gain: Bioinformatics, Infectious Diseases, Network Analysis, Life Sciences, Tree Maps, Medical Science and Research, Taxonomy, Statistical Methods, Science and Research
Beginner · Course · 1 - 4 Weeks
Università di Napoli Federico II
Asset Pricing Models
Skills you'll gain: Securities (Finance), Portfolio Management, Equities, Investments, Financial Market, Finance, Fixed Asset, Investment Management, Derivatives, Asset Management, Capital Markets, Statistical Methods, Market Data, Financial Modeling, Market Dynamics, Return On Investment, Risk Analysis, Regression Analysis, Time Series Analysis and Forecasting, Risk Management
Intermediate · Course · 1 - 3 Months
Illinois Tech
Cloud: Platform as a Service - Master's
Skills you'll gain: Platform As A Service (PaaS), Containerization, Serverless Computing, Docker (Software), Cloud Management, Cloud Computing Architecture, Cloud Computing, Information Management, Cloud Infrastructure, Cloud Security, Cloud Development, Application Deployment, DevOps, Amazon Web Services, Continuous Deployment, Data Management, Database Management Systems, Machine Learning, Scalability
Build toward a degree
Intermediate · Course · 1 - 3 Months
Fundação Instituto de Administração
Fundamentos de IA Aplicados ao CRM
Skills you'll gain: Predictive Analytics, Customer Relationship Management, Machine Learning Methods, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Machine Learning, Deep Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning
Beginner · Course · 1 - 4 Weeks
Status: Free
Amazon Web Services
Introduction to Machine Learning: Art of the Possible
Skills you'll gain: Business Leadership, Strategic Leadership, Strategic Decision-Making, Business Transformation, Business Strategy, Business Planning, Data-Driven Decision-Making, Organizational Strategy, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Technology Roadmaps
Beginner · Course · 1 - 4 Weeks
Status: Free
Pontificia Universidad Católica de Chile
Fundamentos de sistemas recomendadores
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Machine Learning Software, Machine Learning, Unsupervised Learning, Predictive Modeling, Dimensionality Reduction, Applied Machine Learning, Feature Engineering, Business Metrics, Text Mining
Intermediate · Course · 1 - 3 Months