• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Data Collection

Data Collection Courses

Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.


Popular Data Collection Courses and Certifications


  • G

    Google Cloud

    Essential Google Cloud Infrastructure: Core Services

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Solutions, Cloud Engineering, Cloud Services, Cloud Computing Architecture, Data Storage Technologies, Cloud Management, Data Storage, Cloud Security, Role-Based Access Control (RBAC), Authorization (Computing), Capacity Management, Databases, System Monitoring, Application Performance Management, NoSQL

    ★ 4.7 (11K) · Intermediate · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing

    ★ 3.9 (9) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Predicción de Ventas Pronosticando Tendencias

    Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Analysis, Plot (Graphics), Predictive Modeling, Data-Driven Decision-Making, Data Analysis

    ★ 4.5 (114) · Intermediate · Guided Project · Less Than 2 Hours

  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: SPSS, Statistical Software, Model Evaluation, Social Sciences, Statistical Methods, Statistical Modeling, SPSS (Software), Data Manipulation, Statistical Analysis, Regression Analysis, Correlation Analysis, Mathematical Modeling, Data Analysis, Dimensionality Reduction

    ★ 4.8 (96) · Mixed · Course · 3 - 6 Months

  • P

    Packt

    Migration, Analytics, Troubleshooting & Wrap-Up

    Skills you'll gain: Google Workspace, Gmail, Data Management, Systems Administration, Data Migration, File Management, Security Controls, Event Monitoring, Data Security, User Accounts, Email Security

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Cybersecurity for Everyone

    Skills you'll gain: Cyber Risk, Cyber Security Policies, Security Management, Cybersecurity, Risk Management, Cyber Security Strategy, Cyber Attacks, Cyber Governance, Cyber Threat Intelligence, Threat Modeling, Infrastructure Security, Telecommunications, Computer Security Awareness Training, Enterprise Security, Security Awareness, General Networking, Exploitation techniques, Data Security, Governance

    ★ 4.7 (3.3K) · Beginner · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Foundations of Secure Coding and Core Practices

    Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Open Web Application Security Project (OWASP), Cybersecurity, DevSecOps, Cryptographic Protocols, Security Controls, Computer Security, Cryptography, Data Access, Database Application, Encryption, Data Security, Information Assurance, Data Validation, Authorization (Computing), Data Integrity, Computer Programming, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Accelerated Computer Science Fundamentals

    Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Unstructured Data, Computer Programming, Software Engineering, Algorithms, Memory Management, Computer Programming Tools, Integrated Development Environments, Debugging, Program Development, Database Systems, Theoretical Computer Science

    ★ 4.7 (3.5K) · Intermediate · Specialization · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    AI in Sports: The Approach of a Club

    Skills you'll gain: Artificial Intelligence, Performance Analysis, Automation, Personalized Service, Digital Transformation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Innovation, Internet Of Things, Machine Learning, Big Data, Ethical Standards And Conduct, Deep Learning, Analytical Skills, Predictive Analytics, Health Technology, Data Analysis, Natural Language Processing, User Experience, Data Security

    ★ 4.8 (20) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    JavaScript Programming with React, Node & MongoDB

    Skills you'll gain: Server Side, Node.JS, Restful API, Database Design, Front-End Web Development, React Redux, Ajax, Database Development, Database Application, Full-Stack Web Development, Back-End Web Development, NoSQL, Javascript, React.js, Performance Tuning, API Design, Data Structures, MongoDB, Debugging, JavaScript Frameworks

    ★ 4.4 (1.4K) · Beginner · Specialization · 3 - 6 Months

  • B

    British Standards Institution

    AI Management Essentials: Integrating ISO 42001 & ISO 23894

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Governance, Risk Management Framework, Risk Management, Compliance Management, Accountability Frameworks, Risk Analysis, Risk Mitigation, Data Quality, Regulatory Compliance, Governance, Human Machine Interfaces, Trustworthiness

    Mixed · Course · 1 - 3 Months

  • G

    Georgia Institute of Technology

    Introduction to User Experience Design

    Skills you'll gain: User Experience Design, Prototyping, User Experience, User Centered Design, User Interface and User Experience (UI/UX) Design, Usability, Requirements Analysis, UI/UX Research, Requirements Elicitation, User Interface (UI), Design Research, Interaction Design, User Interface (UI) Design, Usability Testing, User Research

    ★ 4.6 (9K) · Beginner · Course · 1 - 3 Months

1…243244245…834

In summary, here are 10 of our most popular data collection courses

  • Essential Google Cloud Infrastructure: Core Services: Google Cloud
  • Machine Learning: O.P. Jindal Global University
  • Predicción de Ventas Pronosticando Tendencias : Coursera
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
  • Migration, Analytics, Troubleshooting & Wrap-Up: Packt
  • Cybersecurity for Everyone: University of Maryland, College Park
  • Foundations of Secure Coding and Core Practices: John Wiley & Sons
  • Accelerated Computer Science Fundamentals: University of Illinois Urbana-Champaign
  • AI in Sports: The Approach of a Club: Real Madrid Graduate School Universidad Europea
  • JavaScript Programming with React, Node & MongoDB: IBM

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok