What is hypothesis testing?

While hypothesis might make you think of science, hypothesis testing is a mathematical process that involves testing data using statistics to see if there is enough evidence to support a hypothesis. A hypothesis is a belief or a proposed explanation for something that has not yet been backed up by evidence. Hypothesis testing takes the data gathered in an experiment, survey, or other collection of information and interprets it. The five steps of hypothesis testing are specifying the null hypothesis (the statement of no relationship between the factors involved), specifying the alternative hypothesis (the statement that there is a relationship between the factors involved), setting the significance level (the percentage of chance the alternative hypothesis will be accepted), calculating the test statistic and corresponding P-value (probability of obtaining the sample statistic), and drawing a conclusion.

Why is hypothesis testing important to learn?

Learning hypothesis testing is important because it's what allows you to decide if something is true based on real data. If you're in marketing, for example, you can use hypothesis testing in consumer research to see how well your product is accepted by customers. If you're in the medical field, you can use it to see if a treatment has positive effects. An educational institution may be interested in determining if getting eight hours of sleep correlates with higher grades for its students. Hypothesis testing helps remove the likelihood of chance affecting a conclusion and instead backs it up with statistically significant data.

How can taking online courses on Coursera help me learn hypothesis testing?

Online courses on Coursera can help you learn how hypothesis testing applies to a variety of fields, including health care, business, artificial intelligence, psychology, social sciences, and machine learning. You can learn how to use specific statistical tools to conduct hypothesis testing, too, such as R, RStudio for Six Sigma, and Python. With online courses on Coursera, you also have the opportunity to learn the essential building blocks of hypothesis testing, which include choosing the right hypothesis testing tool and performing hypothesis tests using chi-square tests, correlation, t-tests, simple regression, logistic regression, and analysis of variance (ANOVA).

What are the benefits of taking an online Hypothesis Testing course?

Online Hypothesis Testing courses offer a convenient and flexible way to enhance your knowledge or learn new Hypothesis Testing skills. Choose from a wide range of Hypothesis Testing courses offered by top universities and industry leaders tailored to various skill levels.

What Hypothesis Testing courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Hypothesis Testing, 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 Hypothesis Testing Courses - Learn Hypothesis Testing Online

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Explore the Hypothesis Testing Course Catalog

Google Cloud
Serverless Data Processing with Dataflow: Foundations - 日本語版
Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Data Infrastructure, Cloud Security, Data Processing, Identity and Access Management, Interoperability, Cloud Engineering, Data Transformation, Containerization, Application Frameworks, Scalability
Intermediate · Course · 1 - 3 Months
Status: New
Packt
The Freelance Stack: Real project with NextJS and Strapi
Skills you'll gain: Application Deployment, Figma (Design Software), Full-Stack Web Development, React.js, JavaScript Frameworks, Content Management Systems, Cascading Style Sheets (CSS), Front-End Web Development, UI/UX Strategy, UI Components, Responsive Web Design, Amazon S3, Data Migration
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Advanced Terraform - Variables, Modules, & State Management
Skills you'll gain: AWS Identity and Access Management (IAM), Terraform, Amazon Web Services, Infrastructure as Code (IaC), Data Validation, Amazon Elastic Compute Cloud, Configuration Management, Testability, GitHub, Maintainability, Data Security
Beginner · Course · 1 - 3 Months
Google Cloud
Responsible AI: Applying AI Principles with Google Cloud - Deutsch
Skills you'll gain: Data Ethics, Artificial Intelligence, Governance, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Ethical Standards And Conduct, Google Cloud Platform, Scenario Testing, Decision Making
Beginner · Course · 1 - 3 Months
Status: New
Packt
Hands-on with Cisco Modeling Labs 2 (CML2)
Skills you'll gain: VMware ESX Servers, Virtual Local Area Network (VLAN), Network Model, Software Installation, Command-Line Interface, Network Routers, Virtualization, Network Troubleshooting, Local Area Networks, Virtual Environment, General Networking, System Configuration, Simulations, Remote Access Systems, Application Programming Interface (API), System Requirements, Graphical Tools
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
App Deployment, Security & Infrastructure Automation
Skills you'll gain: Open Web Application Security Project (OWASP), Infrastructure as Code (IaC), Application Deployment, CI/CD, Docker (Software), Containerization, DevOps, Cloud Development, Continuous Integration, Bash (Scripting Language), Continuous Deployment, Cloud Hosting, Platform As A Service (PaaS), Unit Testing, Infrastructure As A Service (IaaS), Network Security, Application Security, Firewall, Shell Script, Proxy Servers
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Gemini for end-to-end SDLC - Bahasa Indonesia
Skills you'll gain: Development Testing, Debugging, Software Testing, Software Development Life Cycle, Web Applications, Application Development, Software Development Tools, Google Cloud Platform, Application Lifecycle Management, Generative AI Agents, Cloud Applications, Query Languages
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
SkillUp EdTech
UI/UX Wireframing and Prototyping with Figma
Skills you'll gain: Information Architecture, Wireframing, Usability Testing, User Interface (UI), Figma (Design Software), User Experience, User Experience Design, Prototyping, User Interface (UI) Design, Mockups, Responsive Web Design, UI Components, Style Guides
Intermediate · Course · 1 - 3 Months
Google Cloud
Migrating to AlloyDB from PostgreSQL Using Database Migration Service
Skills you'll gain: Data Migration, Google Cloud Platform, PostgreSQL, Operational Databases, Data Integrity, Virtual Private Networks (VPN)
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Google Cloud
Exploring Data Transformation with Google Cloud - Português Brasileiro
Skills you'll gain: Digital Transformation, Data Warehousing, Google Cloud Platform, Data Governance, Looker (Software), Data Transformation, Data Management, Cloud Storage, Big Data, Real Time Data, Data Migration, Business Intelligence, Data-Driven Decision-Making, Data Pipelines
Beginner · Course · 1 - 3 Months
University of Maryland, College Park
Digital Marketing 2
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Paid media, Web Analytics, Web Analytics and SEO, Online Advertising, Digital Advertising, Marketing Effectiveness, A/B Testing, Applied Machine Learning, Marketing Automation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Modern JavaScript Tooling, Modules, and Backend Integration
Skills you'll gain: Jest (JavaScript Testing Framework), Node.JS, Full-Stack Web Development, Webpack, Application Deployment, Web Development Tools, Unit Testing, Back-End Web Development, Restful API, Application Development, Web Development, MongoDB, Javascript, Front-End Web Development, Data Structures
Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular hypothesis testing courses

Serverless Data Processing with Dataflow: Foundations - 日本語版: Google Cloud
The Freelance Stack: Real project with NextJS and Strapi: Packt
Advanced Terraform - Variables, Modules, & State Management: Packt
Responsible AI: Applying AI Principles with Google Cloud - Deutsch: Google Cloud
Hands-on with Cisco Modeling Labs 2 (CML2): Packt
App Deployment, Security & Infrastructure Automation: Packt
Gemini for end-to-end SDLC - Bahasa Indonesia: Google Cloud
UI/UX Wireframing and Prototyping with Figma: SkillUp EdTech
Migrating to AlloyDB from PostgreSQL Using Database Migration Service: Google Cloud
Exploring Data Transformation with Google Cloud - Português Brasileiro: Google Cloud

Hypothesis Testing Courses Online