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

Google Cloud
MLOps with Vertex AI: Model Evaluation - 한국어
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Performance Tuning
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - Українська
Skills you'll gain: Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning, MLOps (Machine Learning Operations), Data Validation, Analysis
Intermediate · Course · 1 - 3 Months
Google Cloud
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, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Data Quality
Intermediate · Course · 1 - 4 Weeks
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Environment, Sampling (Statistics), Social Sciences, Survey Creation, Political Sciences, Policy Development, Economics, Policy, and Social Studies, Economic Development, International Relations, Diplomacy, Economics, Health Systems, Presentations, Tax, Complex Problem Solving, Research Methodologies, Public Policies, Socioeconomics, Governance
Earn a degree
Degree · 1 - 4 Years
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
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
University of Colorado Boulder
Master of Science in Electrical Engineering
Skills you'll gain: Object Oriented Design, User Story, Model Based Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Failure Analysis, Data Mining, Strategic Decision-Making, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Supplier Management, Sustainability Reporting, Data Ethics, Statistical Modeling, Supervised Learning, Generative AI, Process Capability, Diversity Equity and Inclusion Initiatives, Engineering Management
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Bases de la Salud Pública
Skills you'll gain: Epidemiology, Biostatistics, Health Systems, Descriptive Statistics, Statistical Hypothesis Testing, Infectious Diseases, Scientific Methods, Preventative Care, Statistical Methods, Probability & Statistics, Healthcare Industry Knowledge, Medical Science and Research, Research Design, Statistical Analysis, Quantitative Research, Science and Research, Research, Ethical Standards And Conduct, Primary Care, Economics, Policy, and Social Studies
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Certificado en Modelos Analíticos para la Toma de Decisiones de Negocio
Skills you'll gain: Descriptive Analytics, Business Analytics, Data Mining, Visualization (Computer Graphics), Dimensionality Reduction, Data Analysis, R Programming, Statistical Modeling, Big Data, Data-Driven Decision-Making, Data Visualization Software, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Regression Analysis, Ggplot2, Statistical Visualization, Matplotlib
Credit offered
Mastertrack · 6 - 12 Months
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, Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting, Pandas (Python Package), Data Visualization Software, Statistical Machine Learning, Statistical Visualization, Machine Learning Algorithms, Matplotlib
Credit offered
Mastertrack · 6 - 12 Months
University of London
Bachelor of Science in Marketing
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 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