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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


  • U

    University of Illinois Urbana-Champaign

    Digital Marketing Strategy: Navigating Emerging Media and AI

    Skills you'll gain: Data-Driven Marketing, Strategic Communication, Journey Mapping, Marketing Communications, Marketing Strategies, Digital Media Strategy, Marketing Analytics, Digital Marketing, Marketing Automation, Marketing Channel, Cross-Channel Marketing, AI Personalization, Media and Communications, Data-Driven Decision-Making, Personalized Campaigns, MarTech, Online Advertising, Integrated Marketing Communications, Communication Strategies, Social Media

    ★ 4.4 (2.9K) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Lead AI Governance, Policy, and Continuous Compliance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Team Oriented, Cross-Functional Team Leadership, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Regulatory Compliance, Dashboard Creation, Data Ethics, Governance Risk Management and Compliance, Governance, Performance Metric, Accountability Frameworks, Compliance Reporting, Regulatory Requirements, Law, Regulation, and Compliance

    Beginner · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Cybersecurity Operations Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Intelligence, Cyber Threat Hunting, Key Management, Data Security, Malware Protection, Network Security, Threat Modeling, Computer Security Incident Management, File Systems, Threat Detection, Endpoint Security, Cryptography, Linux, Operating System Administration, Vulnerability Assessments, Cybersecurity, Cyber Operations, Security Information and Event Management (SIEM)

    ★ 4.8 (1.2K) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to Containers w/ Docker, Kubernetes & OpenShift

    Skills you'll gain: Istio, Kubernetes, Containerization, Cloud-Native Computing, Docker (Software), OpenShift, DevOps, Application Deployment, Microservices, Cloud Deployment, Virtualization and Virtual Machines, Command-Line Interface, Configuration Management, Scalability, Data Persistence

    ★ 4.4 (1K) · Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Artificial Intelligence in Practice for Business

    Skills you'll gain: AI Personalization, AI Enablement, Fraud detection, AI Product Strategy, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Process Automation, Social Media, Health Technology, Deep Learning, AI literacy, Automation, Machine Learning, Applied Machine Learning, Data-Driven Decision-Making, Computer Vision, Natural Language Processing, Predictive Analytics

    Beginner · Course · 3 - 6 Months

  • U

    University of Michigan

    Database Design and Basic SQL in PostgreSQL

    Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Development, Database Theory, Database Management, Data Modeling, Databases, Query Languages, Data Integrity

    ★ 4.8 (1.1K) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Program Managers

    Skills you'll gain: Agile Software Development, Program Management, Responsible AI, Planning, Generative AI, AI literacy, Risk Analysis, Prompt Engineering, Analytics

    ★ 4.3 (12) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Docker for Developers 2026 - Microservices Project Workshop

    Skills you'll gain: Containerization, Docker (Software), Microservices, Version Control, Git (Version Control System), Development Environment, Application Deployment, Software Architecture, Application Programming Interface (API), Virtual Networking, Nginx, Frontend Integration, System Configuration, Computer Networking, Data Persistence

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create your e-commerce store with Shopify

    Skills you'll gain: Inventory Management, Customer Data Management, Order Processing, Order Management, Order Fulfillment, Inventory Management System, Inventory Control, Product Assortment, Account Management, E-Commerce, Web Analytics, Retail Management, Product Management, Content Management Systems, Retail Store Operations, Performance Analysis, Editing, Marketing, Business

    ★ 4.5 (599) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    ★ 4.6 (267) · Advanced · Course · 1 - 4 Weeks

  • N

    NVIDIA

    Introduction to Networking

    Skills you'll gain: OSI Models, TCP/IP, Data Centers, Network Protocols, Network Infrastructure, Local Area Networks, Network Architecture, General Networking, Networking Hardware, Network Planning And Design, Computer Networking, Network Switches, Network Routing, Network Model

    ★ 4.6 (695) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Seaborn: Visualizing Basics to Advanced Statistical Plots

    Skills you'll gain: Seaborn, Data Storytelling, Data Presentation, Statistical Visualization, Data Visualization, Data Visualization Software, Matplotlib, Plot (Graphics), Statistical Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Digital Marketing Strategy: Navigating Emerging Media and AI: University of Illinois Urbana-Champaign
  • Lead AI Governance, Policy, and Continuous Compliance: LearnQuest
  • Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
  • Introduction to Containers w/ Docker, Kubernetes & OpenShift: IBM
  • Artificial Intelligence in Practice for Business: John Wiley & Sons
  • Database Design and Basic SQL in PostgreSQL: University of Michigan
  • GenAI for Program Managers: Coursera
  • Docker for Developers 2026 - Microservices Project Workshop: Packt
  • Create your e-commerce store with Shopify: Coursera
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder

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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