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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


  • P

    Packt

    The Complete Node.js Bootcamp 2026

    Skills you'll gain: Node.JS, Postman API Platform, MongoDB, API Testing, JavaScript Frameworks, Server Side, Back-End Web Development, Data Validation, Application Programming Interface (API), Web Development, Web Applications, Databases, Javascript, Application Development, Restful API, Email Automation, Middleware, Cloud Applications, Development Environment, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    AI Agents in Java with Generative AI

    Skills you'll gain: Generative AI Agents, Java, Java Programming, Agentic systems, Agentic Workflows, AI Workflows, Generative AI, LLM Application, Tool Calling, OpenAI API, Application Development, Prompt Engineering, Large Language Modeling, Memory Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced ROS 2: Aerial Robotics, AI & Deployment

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), CI/CD, Robotics, LLM Application, Continuous Integration, Artificial Intelligence, Large Language Modeling, Agentic Workflows, Continuous Deployment, Agentic systems, Deep Learning, Machine Learning Methods, Python Programming, Software Visualization, Application Deployment, Test Automation, Visualization (Computer Graphics), Debugging, C (Programming Language)

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    QuickBooks Desktop

    Skills you'll gain: QuickBooks (Accounting Software), User Accounts, Vendor Relationship Management, Vendor Management, Accounting Software, Account Management, Bookkeeping, Accounting Systems, Customer Relationship Management, Accounting and Finance Software, Inventory Management System, Financial Reporting, Small Business Accounting, Financial Planning, Budgeting, Investment Management

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Salesforce Basics

    Skills you'll gain: Salesforce, Sales Enablement, Data Management, Sales Process, Sales Development, Stakeholder Engagement, Customer Relationship Management (CRM) Software, Marketing Automation, Customer Relationship Management, Data Security, Security Management, Customer Engagement, User Accounts, Customer Success Management, Marketing Management, Cloud-Based Integration, Customer Communications Management, Account Management, Automation, Business Reporting

    4.2
    Rating, 4.2 out of 5 stars
    ·
    220 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Dynamic Programming Masterclass

    Skills you'll gain: Algorithms, Computer Programming, Data Structures, Computational Thinking, Theoretical Computer Science

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    ADK Mastery - From Beginner to Advanced Agent Development

    Skills you'll gain: Agentic Workflows, AI Orchestration, Generative AI Agents, AI Workflows, LLM Application, Agentic systems, Tool Calling, Context Management, AI Integrations, Gemini, Data Persistence, Memory Management, Development Environment, Large Language Modeling, Software Architecture

    Intermediate · Course · 1 - 3 Months

  • I

    Interactive Brokers

    Fundamentals of Equities

    Skills you'll gain: Equities, Investments, Portfolio Risk, Financial Statement Analysis, Financial Analysis, Market Data, Investment Management, Financial Accounting, Financial Trading, Balance Sheet, Financial Market, Business Metrics, Financial Statements, Risk Management, Securities Trading, Risk Analysis, Income Statement, Business Economics, Cash Flows, Product Knowledge

    4.3
    Rating, 4.3 out of 5 stars
    ·
    418 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Python: de usuario a explorador de datos

    Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Plot (Graphics), Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Sapienza University of Rome

    Recovering the Humankind's Past and Saving the Universal Heritage

    Skills you'll gain: 3D Assets, Ancient History, 3D Modeling, Visualization (Computer Graphics), Public History, Digital Publishing, Scientific Methods, Data Sharing, Anthropology, Data Modeling, Cultural Diversity, Case Studies, Cultural Sensitivity, Liberal Arts, Research, Data Management, Data Collection, Semantic Web

    4.4
    Rating, 4.4 out of 5 stars
    ·
    310 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Back-End Developer

    Skills you'll gain: CI/CD, C# (Programming Language), Azure DevOps, Load Balancing, Object Oriented Design, Continuous Integration, Role-Based Access Control (RBAC), Continuous Delivery, Scalability, Authentications, SQL, Microsoft Copilot, .NET Framework, Relational Databases, ASP.NET, Database Management, Graph Theory, Back-End Web Development, Program Development, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    350 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Job Ready
    Job Ready
    U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Data Ethics, Sustainability Reporting, Database Design, Agentic systems, Data Visualization, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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

  • The Complete Node.js Bootcamp 2026: Packt
  • AI Agents in Java with Generative AI: Vanderbilt University
  • Advanced ROS 2: Aerial Robotics, AI & Deployment: Packt
  • QuickBooks Desktop: Packt
  • Salesforce Basics: University of California, Irvine
  • Dynamic Programming Masterclass: Packt
  • ADK Mastery - From Beginner to Advanced Agent Development: Packt
  • Fundamentals of Equities: Interactive Brokers
  • Python: de usuario a explorador de datos: Universidad Nacional Autónoma de México
  • Recovering the Humankind's Past and Saving the Universal Heritage: Sapienza University of Rome

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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