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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

    Communicate Status Clearly

    Skills you'll gain: Key Performance Indicators (KPIs), Stakeholder Communications, Concision, Stakeholder Management, Performance Metric, User Feedback, Stakeholder Engagement, Performance Reporting, Jira (Software), Management Reporting, Constructive Feedback, Information Architecture, Data Storytelling, Report Writing, Prioritization, Communication, Communication Strategies, Collaborative Software, Content Optimization

    Intermediate · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Estadios inteligentes: experiencia Bernabéu

    Skills you'll gain: Internet Of Things, Data Ethics, Building Information Modeling, Energy and Utilities, Disabilities, Sustainable Technologies, Customer experience improvement, Sustainable Business, Business Strategies, Customer Relationship Management, Customer Relationship Management (CRM) Software, Sustainable Architecture, Governance, Facility Management, Business, Economic Development, Revenue Management, Business Operations, Technology Strategies, Behavioral Management

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad de los Andes

    Programación en Python

    Skills you'll gain: File I/O, Plot (Graphics), Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Data Processing, Data Import/Export, Computer Programming, Algorithms, Pandas (Python Package), Debugging, Data Manipulation, Data Structures, Graphing, Data Analysis

    ★ 4.5 (213) · Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Security, Compliance, and Governance for AI Solutions

    Skills you'll gain: AI Security, Responsible AI, Data Governance, AWS Identity and Access Management (IAM), Cloud Security, AI Integrations, Amazon Web Services, Threat Modeling, Security Controls

    ★ 4.5 (123) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    CrewAI Flows and Monitoring

    Skills you'll gain: AI Workflows, CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, AI Integrations, Workflow Management, Agentic systems, LLM Application, System Monitoring, Scalability, Human Centered Design, Event-Driven Programming, Human Factors, Build Tools, Model Evaluation, Data Validation, Python Programming, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Interactive Reporting and Visualization in Power BI

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Dashboard, Dashboard Creation, Business Reporting, Advanced Analytics, Compliance Reporting, Design Elements And Principles, User Experience

    Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Business Strategy for the Future of Work

    Skills you'll gain: Business Leadership, Blockchain, Strategic Leadership, Business Transformation, FinTech, Leadership, Leadership Development, Strategic Thinking, Organizational Development, Business Continuity, Business Strategy, Leadership and Management, Payment Systems, Innovation, Manufacturing Operations, Business, Business Planning, Digital Transformation, Business Operations, Organizational Skills

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Bookkeeping: Verify Financial Accuracy

    Skills you'll gain: Bookkeeping, Ledgers (Accounting), Financial Controls, Auditing, Accounting, General Ledger, General Accounting, Financial Analysis, Investigation, Verification And Validation, Internal Controls, Financial Reporting, Journals

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Embeddings, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Health Informatics, Medical Science and Research, Unsupervised Learning, Medical Imaging, Dimensionality Reduction, Network Architecture

    ★ 3.9 (15) · Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    RxJS Foundations 2026 - Learn Modern Reactive Programming

    Skills you'll gain: Javascript, Debugging, Frontend Integration, Event-Driven Programming, Dataflow, Web Applications, Development Environment, Cloud Computing

    Beginner · Course · 1 - 3 Months

  • C

    Columbia University

    Causal Inference 2

    Skills you'll gain: Statistical Inference, Econometrics, Mediation, Correlation Analysis, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Mathematical Modeling, Research Design

    ★ 3.1 (16) · Advanced · Course · 1 - 3 Months

  • I

    ISAE-SUPAERO

    Fundamentals of Flight mechanics

    Skills you'll gain: Mechanics, Mechanical Engineering, Hazard Analysis, Risk Control, Physical Science, Simulations, Simulation and Simulation Software, Applied Mathematics, Systems Of Measurement, Vibrations, Engineering Analysis, Engineering Calculations, Physics, Mathematical Modeling, Safety Standards, Engineering, Engineering, Scientific, and Technical Instruments, Scientific Visualization

    ★ 4.7 (601) · Beginner · Specialization · 3 - 6 Months

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

  • Communicate Status Clearly: Coursera
  • Estadios inteligentes: experiencia Bernabéu: Real Madrid Graduate School Universidad Europea
  • Programación en Python: Universidad de los Andes
  • Security, Compliance, and Governance for AI Solutions: Amazon Web Services
  • CrewAI Flows and Monitoring: Edureka
  • Interactive Reporting and Visualization in Power BI: Microsoft
  • Business Strategy for the Future of Work: John Wiley & Sons
  • Bookkeeping: Verify Financial Accuracy: Coursera
  • Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • RxJS Foundations 2026 - Learn Modern Reactive Programming: Packt

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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