• 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


  • J

    Johns Hopkins University

    Introduction to Reproducibility in Cancer Informatics

    Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, Code Reusability, GitHub, Scientific Methods, Software Documentation, Science and Research, Technical Documentation, Informatics, Software Versioning, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments

    Intermediate · Course · 1 - 3 Months

  • A

    Adobe

    Social and Multimedia Content Creation

    Skills you'll gain: Content Scheduling, Adobe Express, Personalized Campaigns, Data-Driven Marketing, Content Creation, Social Media Content, Multimedia, Cross-Channel Marketing, Marketing Channel, Content Marketing, Web Content, Marketing Strategies, Social Media Marketing, Marketing Design, Digital Media Strategy, Storytelling, Infographics, Graphic and Visual Design, Video Production, Design Elements And Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    563 reviews

    Beginner · Specialization · 1 - 3 Months

  • M

    Microsoft

    Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Microsoft Azure, Data Ethics, AI Workflows, Artificial Intelligence, Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, AI literacy, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Getting Started with Go

    Skills you'll gain: Debugging, Go (Programming Language), Application Development, Program Development, Build Tools, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Software Installation, Software Development Tools, Programming Principles, Other Programming Languages, Command-Line Interface, Package and Software Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Product Analytics Unlocked: Metrics to Meaningful Insight

    Skills you'll gain: Data Storytelling, Data Presentation, Conversion Funnel Analysis, Dashboard, Data Pipelines, Strategic Prioritization, Customer Retention, Customer Analysis, Product Strategy, SQL, Data Analysis, Business Intelligence, Data Warehousing, Pandas (Python Package), Performance Metric, Statistical Analysis, Scikit Learn (Machine Learning Library), Decision Making, Resource Allocation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Virtual Private Networks (VPN), Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Distributed Computing, Cloud Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    AI Infrastructure : options de stockage

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Processing, Data Pipelines, Data Storage, Big Data, AI Workflows, Data Storage Technologies, Cloud Computing Architecture, Model Training, Model Deployment, Scalability, File Systems

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    OWASP Web Application Security

    Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Security Testing, Application Security, Vulnerability Scanning, Risk Mitigation, Cyber Security Assessment, Vulnerability Management, Cyber Attacks, Security Engineering, Risk Analysis, Web Applications, Security Awareness, Computer Security, Security Management, Cyber Security Strategy, Authentications, Software Development, Linux, Linux Commands

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Robot Modeling, Simulation, and Control with ROS 2

    Skills you'll gain: Robotics, Machine Controls, 3D Modeling, Automation Engineering, 3D Assets, Simulation and Simulation Software, Simulations, Visualization (Computer Graphics), Computer-Aided Design, Image Analysis, Control Systems, Computer Vision, Python Programming, Extensible Markup Language (XML), Engineering, Software Engineering, C++ (Programming Language), System Configuration

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Node.js Backend Security, Performance and Optimization

    Skills you'll gain: Node.JS, Cloud Deployment, MongoDB, Role-Based Access Control (RBAC), Application Deployment, Server Side, Back-End Web Development, Restful API, Application Programming Interface (API), Redis, Authorization (Computing), API Testing, Authentications, NoSQL, Security Controls, Performance Tuning, Secure Coding, Geospatial Information and Technology, Scalability, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Redshift 전문가를 위한 BigQuery 기초

    Skills you'll gain: Amazon Redshift, Data Warehousing, Identity and Access Management, SQL, Role-Based Access Control (RBAC), Google Cloud Platform, Database Management, Query Languages, Data Access, Data Import/Export, Database Design, Data Architecture, Data Sharing, Database Architecture and Administration, Data Integration, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Visualization, Interactive Data Visualization, Data Visualization Software, Big Data, Database Development, Databases, Tensorflow

    Advanced · Project · Less Than 2 Hours

1…334335336…834

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

  • Introduction to Reproducibility in Cancer Informatics: Johns Hopkins University
  • Social and Multimedia Content Creation: Adobe
  • Artificial Intelligence on Microsoft Azure: Microsoft
  • Getting Started with Go: Packt
  • Product Analytics Unlocked: Metrics to Meaningful Insight: Coursera
  • Advanced AWS Architecture: Identity, Networking and Design: Packt
  • AI Infrastructure : options de stockage: Google Cloud
  • OWASP Web Application Security: Edureka
  • Robot Modeling, Simulation, and Control with ROS 2: Packt
  • Node.js Backend Security, Performance and Optimization: LearnKartS

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