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

Skip to search results

Filter by

Subject
Required

Data Science(932)

Business(333)

Information Technology(159)

Computer Science(149)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(1,454)

Spanish(853)

French(784)

Portuguese (Brazil)(783)

Learning Product
Required

Guided Projects(123)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(1,349)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(17)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(249)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(26)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(8)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(17)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(1)

Earn a university-issued career credential in a flexible, interactive format.

Level
Required

Beginner(764)

Intermediate(753)

Advanced(73)

Mixed(174)

Duration
Required

Less Than 2 Hours(140)

1-4 Weeks(684)

1-3 Months(703)

3-6 Months(234)

6-12 Months(10)

1-4 Years(17)

Skills
Required

Machine Learning(679)

Data Analysis(616)

Statistical Analysis(497)

Applied Machine Learning(404)

Subtitles
Required

English(1,606)

Spanish(950)

French(886)

Arabic(854)

Educator
Required

Google Cloud(171)

Johns Hopkins University(140)

Coursera Project Network(122)

University of Colorado Boulder(95)

Explore the Statistical Inference Course Catalog

Status: New
Status: Free
Coursera Instructor Network
Transforming Exploratory Data Analysis with AI
Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, OpenAI, Data-Driven Decision-Making, Analytical Skills, Artificial Intelligence, Data Analysis, Prompt Engineering, Pandas (Python Package), Automation, Data Visualization Software, Descriptive Statistics
Intermediate · Course · 1 - 3 Months
Coursera Project Network
توقع حضور المواعيد الطبية باستخدام Python
Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Processing, Artificial Intelligence, Predictive Modeling, Data Science, Jupyter, Machine Learning, Python Programming
Intermediate · Guided Project · Less Than 2 Hours
UBITS
Mejora la estructura financiera de tu empresa
Skills you'll gain: Strategic Decision-Making, Corporate Finance, Working Capital, Financial Analysis, Financial Planning, Financial Management, Financial Modeling, Cash Management, Growth Strategies, Capital Markets, Resource Allocation
Intermediate · Course · 1 - 4 Weeks
Status: New
Board Infinity
Introduction to Continuous Improvement Process
Skills you'll gain: Statistical Process Controls, ISO 9000 Series, Product Quality (QA/QC), Quality Management Systems, Quality Management, Quality Improvement, Customer experience improvement, Continuous Improvement Process, Process Improvement, Kaizen Methodology, Customer Insights, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Skills you'll gain: Matplotlib, NumPy, Pandas (Python Package), Data Visualization Software, Data Manipulation, Python Programming, Scatter Plots, Data Science, Machine Learning, Probability & Statistics, Numerical Analysis, Data Import/Export, Classification And Regression Tree (CART), Linear Algebra, Regression Analysis
Beginner · Course · 1 - 3 Months
Status: Free
Google Cloud
Encoder-Decoder Architecture - Português Brasileiro
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Natural Language Processing, Applied Machine Learning, Text Mining, Machine Learning
Advanced · Course · 1 - 4 Weeks
Status: New
Northeastern University
Practical Engineering Data Mining: Techniques and Uses
Skills you'll gain: Data Mining, Exploratory Data Analysis, Dimensionality Reduction, Data Cleansing, Data Transformation, Text Mining, Data-Driven Decision-Making, Forecasting, Big Data, Feature Engineering, Unstructured Data, Data Analysis, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Statistical Analysis, Data Visualization Software, Unsupervised Learning, Machine Learning, Regression Analysis
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Production Machine Learning Systems - Français
Skills you'll gain: Tensorflow, MLOps (Machine Learning Operations), Dependency Analysis, Systems Architecture, Google Cloud Platform, Deep Learning, Applied Machine Learning, Machine Learning, Hybrid Cloud Computing, Performance Tuning, Data Validation, Distributed Computing, Scalability, Data Pipelines, Debugging
Advanced · Course · 1 - 3 Months
H2O.ai
DataPrep for H2O Driverless AI
Skills you'll gain: Supervised Learning, Machine Learning, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Pandas (Python Package), Data Transformation, Exploratory Data Analysis, Classification And Regression Tree (CART), Regression Analysis
Beginner · Course · 1 - 4 Weeks
Status: New
University of Illinois Urbana-Champaign
Investing and Building Wealth
Skills you'll gain: Wealth Management, Portfolio Management, Investments, Securities (Finance), Financial Planning, Investment Management, Finance, Equities, Risk Management, Asset Management, Business Risk Management, Financial Market, Financial Modeling, Return On Investment, Risk Analysis
Beginner · Course · 1 - 4 Weeks
Google Cloud
Machine Learning in the Enterprise - 日本語版
Skills you'll gain: Data Governance, MLOps (Machine Learning Operations), Data Management, Forecasting, Google Cloud Platform, Data Pipelines, Applied Machine Learning, Data Processing, Machine Learning, Artificial Neural Networks, Performance Tuning
Intermediate · Course · 1 - 3 Months
Status: Free
Google Cloud
Encoder-Decoder Architecture - 繁體中文
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Natural Language Processing, Deep Learning, Text Mining, Machine Learning
Advanced · Course · 1 - 4 Weeks