• 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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Microservices Architecture: Design Patterns & Principles

    Skills you'll gain: Microservices, Cloud-Native Computing, Continuous Delivery, Software Systems, Site Reliability Engineering, Software Development, Prometheus (Software), Performance Tuning, Database Management Systems, NoSQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Gemini Enterprise

    Skills you'll gain: Google Gemini, Gemini, Generative AI Agents, Google Cloud Platform, Cloud Security, Google Workspace, Agentic Workflows, Cloud Infrastructure, Agentic systems, Data Access, LLM Application, Enterprise Security, Data Integration, Artificial Intelligence, Case Studies, Data Security, Application Deployment, Retrieval-Augmented Generation

    3.4
    Rating, 3.4 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Splunk Inc.

    Splunk Knowledge Manager

    Skills you'll gain: Splunk, Dashboard Creation, Data Modeling, Dashboard, Pivot Tables And Charts, Interactive Data Visualization, Data Mapping, Performance Tuning, Incident Management, Query Languages, Information Management, Computer Security Incident Management, Event Monitoring, Geospatial Information and Technology, Data Science, Geospatial Mapping, Big Data, Business Intelligence, Data Analysis, Business Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    48 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Western Australia

    Understanding Diversity and Inclusion

    Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Diversity Programs, Cultural Diversity, Workplace inclusivity, Employee Engagement, Intercultural Competence, Data Collection, Drive Engagement, Recruitment Strategies, Recruitment, Business Metrics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Information Assurance Analysis

    Skills you'll gain: Large Language Modeling, Email Security, Exploitation techniques, AI Security, Border Gateway Protocol, Malware Protection, Mobile Security, LLM Application, Cybersecurity, Routing Protocols, Network Security, Open Web Application Security Project (OWASP), Network Monitoring, Intrusion Detection and Prevention, Security Controls, Threat Detection, TCP/IP, Network Analysis, Internet Of Things, Responsible AI

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    Logical Operations

    Crystal Reports: Formulas, Parameters, and Groups

    Skills you'll gain: Ad Hoc Reporting, Microsoft Excel, Business Reporting, Microsoft Access, Data Analysis Software, Data Manipulation, Business Intelligence Software, Data Presentation, Data Analysis, Business Intelligence, Data Access

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Model Optimization, Performance Tuning, Memory Management, Docker (Software), Java, Java Programming, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI-Powered Modern Marketing

    Skills you'll gain: Marketing Automation, Marketing Planning, Marketing Analytics, Competitive Analysis, Prompt Engineering, Email Automation, Search Engine Optimization, Generative AI, Key Performance Indicators (KPIs), AI Personalization, Lead Generation, A/B Testing, Content Creation, Web Analytics, Performance Measurement, Data Visualization, Customer Insights, Data-Driven Decision-Making, Digital Marketing, Content Strategy

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, Analytics, LLM Application, Customer Analysis, Job Analysis, Deepseek, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    Utrecht University

    Responsible Conduct of Research

    Skills you'll gain: Research, Intellectual Property, Ethical Standards And Conduct, Higher Education, Social Justice, Data Management, Mentorship

    4.8
    Rating, 4.8 out of 5 stars
    ·
    165 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Digital Advertising

    Skills you'll gain: Google Ads, Data-Driven Marketing, Meta Ads Manager, Paid media, Keyword Research, Social Media Campaigns, Campaign Planning, Marketing Analytics, Marketing Effectiveness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Financial Markets with Tableau Dashboards

    Skills you'll gain: Dashboard Creation, Data Storytelling, Dashboard, Market Data, Data-Driven Decision-Making, Tableau Software, Data Presentation, Financial Market, Interactive Data Visualization, Financial Data, Financial Analysis, Storytelling, Business Intelligence, Data Analysis, Data Visualization, Data Visualization Software, Analytics, Trend Analysis

    Beginner · Course · 1 - 4 Weeks

1…649650651…834

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

  • Microservices Architecture: Design Patterns & Principles: Packt
  • Introduction to Gemini Enterprise: Google Cloud
  • Splunk Knowledge Manager: Splunk Inc.
  • Understanding Diversity and Inclusion: University of Western Australia
  • Information Assurance Analysis: Johns Hopkins University
  • Crystal Reports: Formulas, Parameters, and Groups: Logical Operations
  • Optimize Java Memory for ML Performance: Coursera
  • AI-Powered Modern Marketing: Coursera
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt
  • Responsible Conduct of Research: Utrecht University

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