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

Filter by

Subject
Required

Data Science(975)

Business(326)

Information Technology(194)

Computer Science(172)

Language
Required

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

English(1,494)

Spanish(922)

French(859)

Portuguese (Brazil)(854)

Learning Product
Required

Guided Projects(138)

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

Courses(1,438)

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

Projects(20)

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

Specializations(245)

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

Professional Certificates(27)

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(14)

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(780)

Intermediate(809)

Advanced(101)

Mixed(178)

Duration
Required

Less Than 2 Hours(158)

1-4 Weeks(734)

1-3 Months(733)

3-6 Months(242)

6-12 Months(10)

1-4 Years(14)

Skills
Required

Machine Learning(844)

Data Analysis(656)

Statistical Analysis(498)

Applied Machine Learning(468)

Subtitles
Required

English(1,690)

Spanish(1,015)

French(953)

Portuguese (Brazil)(909)

Educator
Required

Google Cloud(224)

Johns Hopkins University(142)

Coursera Project Network(136)

University of Colorado Boulder(90)

Explore the Statistical Inference Course Catalog

Packt
Satellite Remote Sensing Data Bootcamp With Opensource Tools
Skills you'll gain: Geospatial Mapping, Spatial Data Analysis, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Data Analysis Software, R Programming, Environmental Monitoring, Image Analysis, Open Source Technology, Data Processing, Data Mapping, Data Collection, Data Transformation, Machine Learning, Unsupervised Learning, Data Import/Export, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Forming, Funding, and Launching a Technology Startup Company
Skills you'll gain: Entrepreneurial Finance, Business Planning, Financial Statements, Growth Strategies, Business Ethics, Entrepreneurship, Financial Modeling, Income Statement, Business Strategies, Technology Strategies, Organizational Development, Business Modeling, Cash Flows, Regulation and Legal Compliance, Business Development, New Business Development, Risk Analysis, Business Valuation, Financial Planning, Fundraising
Build toward a degree
Beginner · Course · 1 - 3 Months
Packt
Basics of Chatbots with Machine Learning & Python
Skills you'll gain: Text Mining, Data Processing, Natural Language Processing, Python Programming, Artificial Intelligence, Applied Machine Learning, Machine Learning, Data Collection
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
Повышение эффективности глубоких нейросетей
Skills you'll gain: Tensorflow, Deep Learning, Data Compilation, Statistical Analysis, Artificial Neural Networks, Analysis, Performance Tuning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Algorithms
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Wrangling with Python Project
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Processing, Data Collection, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Pivot Tables And Charts, Statistical Visualization, Statistical Analysis, Descriptive Statistics, Dimensionality Reduction, Data Visualization Software
Intermediate · Course · 1 - 3 Months
Google Cloud
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud em Português Brasileiro
Skills you'll gain: Google Cloud Platform, Big Data, Apache Spark, Apache Hadoop, Jupyter, PySpark, Cloud Storage, Cloud Computing, Cloud Services, Apache Hive, Data Processing, Unstructured Data, Natural Language Processing, Machine Learning
4.6
Rating, 4.6 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
Fundação Instituto de Administração
Pesquisa de Mercado e a Gestão Estratégica de Marketing
Skills you'll gain: Marketing Strategies, Market Research, Strategic Marketing, Marketing Management, Marketing Analytics, Market Intelligence, Data-Driven Decision-Making, Quantitative Research, Customer Insights, Customer Analysis, Consumer Behaviour, Target Market, A/B Testing, Digital Marketing, Statistical Hypothesis Testing
Beginner · Course · 1 - 4 Weeks
Status: Free
University of Maryland, College Park
Cómo combinar y analizar datos complejos
Skills you'll gain: Data Integration, Data Ethics, R Programming, Data Sharing, Statistical Methods, Statistical Analysis, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Modeling, Descriptive Statistics, Information Privacy
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Unsupervised Text Classification for Marketing Analytics
Skills you'll gain: Unsupervised Learning, Unstructured Data, Deep Learning, Jupyter, Text Mining, Machine Learning Methods, Machine Learning, PyTorch (Machine Learning Library), JSON, Natural Language Processing, Keras (Neural Network Library), Machine Learning Algorithms, Marketing Analytics, Data Processing, Dimensionality Reduction, Data Wrangling
Build toward a degree
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Demand Planning in RStudio: Create Demand Forecast
Skills you'll gain: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, R Programming, Data Visualization, Statistical Modeling, Statistical Programming
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado System
Linear Kalman Filter Deep Dive (and Target Tracking)
Skills you'll gain: Estimation, Advanced Mathematics, Mathematical Modeling, Matlab, Linear Algebra, Statistical Methods, Numerical Analysis, Predictive Modeling, Applied Mathematics, Time Series Analysis and Forecasting, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks
Status: Free
Universidad Austral
Optimización de Redes Neuronales Profundas
Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Analysis, Applied Machine Learning, Machine Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

Statistical Inference learners also search

Advanced R Programming

Beginner Predictive Analytics

1…125 126 127…158

In summary, here are 10 of our most popular statistical inference courses

Satellite Remote Sensing Data Bootcamp With Opensource Tools: Packt
Forming, Funding, and Launching a Technology Startup Company: University of Colorado Boulder
Basics of Chatbots with Machine Learning & Python: Packt
Повышение эффективности глубоких нейросетей: DeepLearning.AI
Data Wrangling with Python Project: University of Colorado Boulder
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud em Português Brasileiro: Google Cloud
Pesquisa de Mercado e a Gestão Estratégica de Marketing: Fundação Instituto de Administração
Cómo combinar y analizar datos complejos: University of Maryland, College Park
Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
Demand Planning in RStudio: Create Demand Forecast: Coursera Project Network

Statistical Inference Courses Online