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

IIT Guwahati
Bachelor of Science in Data Science & AI
Skills you'll gain: Package and Software Management, Linear Algebra, Data Structures, Data Warehousing, Database Management, Database Theory, Writing, Algorithms, Spreadsheet Software, Matplotlib, Econometrics, R Programming, Text Mining, Java, Artificial Intelligence, C (Programming Language), Probability, Statistical Hypothesis Testing, Operations Research, Systems Analysis
Earn a degree
Degree · 1 - 4 Years
University of Michigan
Master of Public Health
Skills you'll gain: Motivational Interviewing, Epidemiology, Sampling (Statistics), Program Evaluation, Mergers & Acquisitions, Database Design, Variance Analysis, Spatial Data Analysis, Risk Analysis, Policy Development, Environmental Policy, Statistical Modeling, Spatial Analysis, Health Care Administration, Growth Mindedness, Ggplot2, Financial Statements, Systems Thinking, Environment Health And Safety, Water Resources
Earn a degree
Degree · 1 - 4 Years
IIT Roorkee
Executive MBA
Skills you'll gain: New Product Development, Mergers & Acquisitions, Capital Budgeting, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, FinTech, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule, Project Portfolio Management, Financial Statement Analysis, Strategic Marketing
Earn a degree
Degree · 1 - 4 Years
Universidad de Palermo
Maestría en Dirección de Empresas (MBA)
Skills you'll gain: Business Modeling, Data Storytelling, Selling Techniques, Human Capital, Business Process Management, Portfolio Management, Business Planning, Business Analytics, Digital Transformation, Equities, Management Accounting, Organizational Strategy, Corporate Sustainability, Entrepreneurial Finance, Market Dynamics, B2B Sales, Statistical Methods, Marketing Planning, Teamwork, Advertising
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Gestión y Políticas en Salud Pública
Skills you'll gain: Epidemiology, Descriptive Analytics, Business Analytics, Biostatistics, Gerontology, Digital Transformation, Health Systems, Descriptive Statistics, Statistical Hypothesis Testing, Health Administration, Infectious Diseases, Data-Driven Decision-Making, Health Care Administration, Object Oriented Programming (OOP), Policy Analysis, Preventative Care, Social Justice, Program Evaluation, Occupational Safety and Health Administration (OSHA), Environmental Monitoring
Credit offered
Mastertrack · 6 - 12 Months
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文
Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Predictive Modeling, Google Cloud Platform, System Monitoring, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Data Quality, Automation
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Master of Science in Electrical Engineering
Skills you'll gain: Object Oriented Design, User Story, Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Data Mining, Strategic Decision-Making, Delegation Skills, Failure Analysis, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Statistical Modeling, Database Design, Unsupervised Learning, Generative AI, Process Capability, Engineering Management
Earn a degree
Degree · 1 - 4 Years
Status: New
Packt
AI Strategy for Business Leaders with ChatGPT, ML & DL
Skills you'll gain: Business Leadership, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Strategy, Strategic Leadership, Risk Management, Strategic Thinking, Business Transformation, Technology Strategies, Generative AI, Digital Transformation, Business Risk Management, Organizational Leadership, ChatGPT, Machine Learning, Data Ethics, Data-Driven Decision-Making, Project Management, Automation, Trend Analysis
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Maestría en Inteligencia Analítica de Datos
Skills you'll gain: Systems Thinking, Network Analysis, Unsupervised Learning, Data Storytelling, Deep Learning, Predictive Modeling, Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Marketing Analytics, Cash Flows, Predictive Analytics, Matplotlib, Descriptive Analytics, Statistical Analysis, Simulations, Random Forest Algorithm, Operations Research, Product Development
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos
Skills you'll gain: Revenue Management, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Database Design, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Statistical Reporting, Unsupervised Learning, Digital Transformation, Deep Learning, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis, Cloud Security, Network Model, Governance
Earn a degree
Degree · 1 - 4 Years
University of London
Bachelor of Science in Business Administration
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Customer Retention, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Performance Measurement, Training and Development, Virtual Teams, Databases, International Finance, Research, Team Management, Economic Development, Cultural Diversity
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Master of Science in Computer Science
Skills you'll gain: Object Oriented Design, User Story, Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Data Mining, Strategic Decision-Making, Delegation Skills, Failure Analysis, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Statistical Modeling, Database Design, Unsupervised Learning, Generative AI, Process Capability, Engineering Management
Earn a degree
Degree · 1 - 4 Years