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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


  • E

    EDUCBA

    Digital Transformation Case Studies & Strategies

    Skills you'll gain: Cloud Platforms, Collaborative Software, Technology Strategies, Cloud Infrastructure, Enterprise Application Management, Digital Transformation, Cybersecurity, Cyber Security Strategy, Virtual Teams, Digital Marketing, Marketing Automation, Digital Marketing Tools, Customer Engagement, Data Integration, Business Transformation, Enterprise Resource Planning, Telecommuting, Recruitment, General Networking, Professional Networking

    Mixed · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Smart Stadiums: The Bernabéu Experience

    Skills you'll gain: Risk Management, Risk Analysis, Risk Management Framework, Business Risk Management, Project Risk Management, Sustainable Architecture, Building Information Modeling, Internet Of Things, Data Infrastructure, Infrastructure Architecture, Facility Management, Sustainable Design, Customer experience improvement, Self Service Technologies, Driving engagement, Customer Relationship Management (CRM) Software, Business Strategy, Business, Technology Strategies, Behavioral Management

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Master Insurance Underwriting & Risk-Based Pricing

    Skills you'll gain: Underwriting, Insurance, Insurance Policies, Lending and Underwriting, Actuarial Science, Risk Analysis, Risk Modeling, Financial Industry Regulatory Authorities, Financial Services, Risk Management, Risk Management Framework, Risk Mitigation, Financial Regulation, Estimation, Regulatory Compliance, Financial Regulations, Data-Driven Decision-Making, Analytics, Finance, Business

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Introduction to NoSQL Databases

    Skills you'll gain: NoSQL, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Database Software, Database Administration, Information Management, Apache Cassandra, Database Theory, Database Architecture and Administration, Distributed Computing, Query Languages, Data Modeling, IBM Cloud, Cloud Applications, Data Manipulation, JSON

    4.6
    Rating, 4.6 out of 5 stars
    ·
    381 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Natural Language Processing, Machine Learning Algorithms, Data Preprocessing, Model Training, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Deep Learning with PyTorch : GradCAM

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Heat Maps, Model Evaluation, Image Analysis, Deep Learning, Computer Vision

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced State Management and API Integration

    Skills you'll gain: Middleware, React Redux, React.js, Scalability, Application Programming Interface (API), Maintainability, Context Management, Frontend Performance

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Foundations of AI Governance and Responsible Development

    Skills you'll gain: Responsible AI, Audit Working Papers, Governance, Governance Risk Management and Compliance, Compliance Management, Accountability Frameworks, Compliance Auditing, Internal Auditing, Data Governance, Regulatory Compliance, Audit Planning, Technical Communication, Auditing, Compliance Reporting, Model Training, MLOps (Machine Learning Operations), Regulatory Requirements, Accountability, Model Deployment, Risk Management

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    AI for Everyone for Work and Productivity

    Skills you'll gain: Prompt Engineering, Google Gemini, Prompt Patterns, Generative AI Agents, Gemini, AI Personalization, Responsible AI, Generative AI, ChatGPT, Microsoft Copilot, AI Workflows, Writing, Business Writing, Business Process Automation, Writing and Editing, Productivity, AI Integrations, Automation, Artificial Intelligence and Machine Learning (AI/ML), Presentations

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Virginia

    Artificial Intelligence in Marketing

    Skills you'll gain: AI Personalization, Marketing Strategies, Data-Driven Marketing, Digital Transformation, Marketing, Marketing Analytics, Network Model, Data-Driven Decision-Making, Machine Learning Algorithms, Personalized Campaigns, Artificial Intelligence, Digital Marketing, Business Strategy, Case Studies, Customer Insights, Competitive Analysis, Network Analysis, Customer Engagement, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    353 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Cloud Computing, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    SketchUp Fundamentals for Interior Space Planning

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, Data Import/Export, 3D Modeling, Design Software, Model Optimization, Design, Digital Design, File Management

    Beginner · Course · 1 - 3 Months

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

  • Digital Transformation Case Studies & Strategies: EDUCBA
  • Smart Stadiums: The Bernabéu Experience: Real Madrid Graduate School Universidad Europea
  • Master Insurance Underwriting & Risk-Based Pricing: EDUCBA
  • Introduction to NoSQL Databases: IBM
  • Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
  • Deep Learning with PyTorch : GradCAM: Coursera
  • Advanced State Management and API Integration: Packt
  • Foundations of AI Governance and Responsible Development: LearnQuest
  • AI for Everyone for Work and Productivity: SkillsBooster Academy
  • Artificial Intelligence in Marketing: University of Virginia

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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