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

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, Business Analysis, Predictive Analytics, Matplotlib, Descriptive Analytics, Statistical Analysis, Simulations, Random Forest Algorithm, Product Development
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, Mergers & Acquisitions, Branding, Performance Measurement, Training and Development, Virtual Teams, Databases, International Finance, Research, Team Management, Economic Development, Cultural Diversity
Earn a degree
Degree · 1 - 4 Years
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Survey Creation, Environment, Sampling (Statistics), Social Sciences, Data Collection, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, International Relations, Diplomacy, Economics, Health Systems, Tax, Complex Problem Solving, Research Methodologies, Public Policies, Governance, Socioeconomics
Earn a degree
Degree · 1 - 4 Years
University of Michigan
Master of Applied Data Science
Skills you'll gain: Data Ethics, Database Design, Reinforcement Learning, Supervised Learning, Data Visualization, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Applied Machine Learning, Cloud Services, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization, Data Manipulation
Earn a degree
Degree · 1 - 4 Years
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
Universidad de los Andes
Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®
Skills you'll gain: Network Analysis, Data Storytelling, Predictive Modeling, Marketing Analytics, Cash Flows, Predictive Analytics, Matplotlib, Financial Data, Marketing Operations, Financial Statement Analysis, Portfolio Management, Data Cleansing, Advertising, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Visualization, Random Forest Algorithm, Natural Language Processing, Systems Analysis
Credit offered
Mastertrack · 6 - 12 Months
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, Strategic Marketing, Digital Transformation, Equities, Management Accounting, Organizational Strategy, Corporate Sustainability, Entrepreneurial Finance, Market Dynamics, B2B Sales, Statistical Methods, Marketing Planning, Teamwork
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Introducción a la Ciencia de Datos
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Exploratory Data Analysis, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Regression Analysis, Visualization (Computer Graphics), Data Visualization, Machine Learning Algorithms, Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting, Data Visualization Software, Statistical Machine Learning, Statistical Visualization, Machine Learning, Matplotlib
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Certificado en Toma de Decisiones Basadas en Datos
Skills you'll gain: Descriptive Analytics, Business Analytics, Database Design, NoSQL, Statistical Reporting, SQL, Data Ethics, Digital Transformation, Query Languages, Data Mining, Databases, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Predictive Analytics, Organizational Structure, Business Transformation, Organizational Strategy, Value Propositions
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Master of Engineering in Engineering Management
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, New Product Development, Failure Analysis, Strategic Decision-Making, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Data Mining, Statistical Modeling, Proposal Writing, Generative AI, Field-Programmable Gate Array (FPGA), Process Capability
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Modelos Analíticos para la Toma de Decisiones de Negocio
Skills you'll gain: Descriptive Analytics, Business Analytics, Statistical Reporting, Data Mining, Visualization (Computer Graphics), Dimensionality Reduction, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Data Visualization Software, Predictive Analytics, Ggplot2, Statistical Visualization, Data Management, Analytical Skills, Matplotlib, Unsupervised Learning, Business Reporting, Spatial Data Analysis
Credit offered
Mastertrack · 6 - 12 Months
Imperial College London
Master of Science in Machine Learning and Data Science
Skills you'll gain: Supervised Learning, Data Ethics, Unsupervised Learning, Exploratory Data Analysis, PySpark, Bayesian Statistics, Ggplot2, Dimensionality Reduction, Linear Algebra, Big Data, Anomaly Detection, Data Analysis, Data Visualization, A/B Testing, Data Transformation, Deep Learning, Unstructured Data, Data Pipelines, Applied Machine Learning, Learning Strategies
Earn a degree
Degree · 1 - 4 Years