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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


  • C

    Coursera

    Analyze, Engineer, and Boost AI ROI

    Skills you'll gain: Feature Engineering, Data Analysis, Business Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Migrating On-premises MySQL Using a Continuous Database Migration Service Job

    Skills you'll gain: MySQL, Data Migration, Google Cloud Platform, Operational Databases, Database Administration, Virtual Private Networks (VPN), Database Management, Data Import/Export

    4.5 stars, 17 reviews, Advanced, Project, Less Than 2 Hours

    ★ 4.5 (17) · Advanced · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • I

    Infosec

    CISSP Domain 7: Security Operations

    Skills you'll gain: Contingency Planning, Business Continuity Planning, Computer Security Incident Management, Security Management, Incident Response, Disaster Recovery, Data Centers, Incident Management, Security Controls, Cybersecurity, Infrastructure Security, Configuration Management, Change Control, Digital Forensics, Scenario Testing

    4.8 stars, 6 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (6) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Legal and Ethical Cyber Investigations

    Skills you'll gain: Digital Forensics, Electronic Discovery, Investigation, Criminal Investigation and Forensics, Incident Response, Technical Communication, Report Writing, Data Ethics, Legal Hearings, Cybersecurity, Litigation Support, Fraud detection, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Reporting, Data Collection, Analysis, Management Reporting, Record Keeping, Regulatory Requirements

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Web Analytics & Reporting

    Skills you'll gain: Google Analytics, Web Analytics, Conversion Funnel Analysis, Marketing Effectiveness, Marketing Analytics, Looker (Software), Content Performance Analysis, Data-Driven Marketing, Data Visualization, Marketing Automation, Digital Marketing Tools, Customer Insights, Campaign Management, Data-Driven Decision-Making, Business Reporting, Performance Reporting, Trend Analysis, Data Validation, Statistical Analysis, Key Performance Indicators (KPIs)

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Files and directories in the Linux filesystem

    Skills you'll gain: File Systems, Linux, Linux Commands, File Management, Linux Administration, Operating Systems, Unix, Command-Line Interface, Authorization (Computing), Data Storage

    4.7 stars, 20 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (20) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    Banco Interamericano de Desarrollo

    Transformación digital de Gobiernos

    Skills you'll gain: Digital Transformation, Cybersecurity, Data Management, Big Data, Talent Management, Human Capital, Infrastructure Security, Interoperability, Technology Strategies, Analytics, Economics, Policy, and Social Studies, Data Security, Administration, Project Design, Public Policies, Data Governance, digital literacy, Policy Development, Process Improvement, Project Management

    4.8 stars, 148 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (148) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Skillshare

    Learn Notion for Client and Project Management

    Skills you'll gain: Databases, Relational Databases, Project Schedules, Milestones (Project Management), Database Software, Calendar Management, Project Management, Content Management Systems, Client Support, Process Management, Project Documentation, Document Management, Process Improvement and Optimization, User Accounts

    4.1 stars, 18 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.1 (18) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Sales Toolkit with Generative AI

    Skills you'll gain: Data Ethics, AI Personalization, Sales Process, Sales Presentation, Customer Engagement, Customer experience improvement, Customer Relationship Management (CRM) Software, Customer Retention, Prompt Engineering, Microsoft Copilot, Customer Analysis, Customer Relationship Management, Sales Strategy, Law, Regulation, and Compliance, Workflow Management, Sales, Responsible AI, Sales Presentations, Email Automation, Calendar Management

    Advanced · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Professional Skills: Decision-Making and Problem-Solving

    Skills you'll gain: Problem Solving, Decision Making, Creative Thinking, Root Cause Analysis, Creative Problem-Solving, Data Collection, Brainstorming, Curiosity, Strategic Decision-Making, Business Ethics, Creativity, Ethical Standards And Conduct, Complex Problem Solving, Independent Thinking, Risk Analysis, Design Thinking, Analysis, Data Synthesis, Strategic Thinking, Collaboration

    4.1 stars, 7 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.1 (7) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Mining

    Skills you'll gain: Decision Intelligence, Applied Machine Learning

    3.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Information Systems Operations and Business Resiliency

    Skills you'll gain: Service Level Agreement, Data Governance, Incident Management, Problem Management, Database Management Systems, Database Software, Asset Management, Disaster Recovery, Business Continuity Planning, Data Management, Database Management, Business Continuity, Service Level, Information Technology Operations, IT Service Management, Incident Response, Security Controls, Information Systems, IT Infrastructure, IT Management

    4.9 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Analyze, Engineer, and Boost AI ROI: Coursera
  • Migrating On-premises MySQL Using a Continuous Database Migration Service Job: Google Cloud
  • CISSP Domain 7: Security Operations: Infosec
  • Legal and Ethical Cyber Investigations: STARWEAVER
  • Web Analytics & Reporting: Coursera
  • Files and directories in the Linux filesystem: Coursera
  • Transformación digital de Gobiernos: Banco Interamericano de Desarrollo
  • Learn Notion for Client and Project Management: Skillshare
  • Microsoft Sales Toolkit with Generative AI: Microsoft
  • Professional Skills: Decision-Making and Problem-Solving: Arizona State 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)

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