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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

    Analyze & Apply Commercial Banking Operations

    Skills you'll gain: Commercial Banking, Banking Services, Bank Regulations, Commercial Lending, Banking, Financial Regulation, General Lending, Loans, Lending and Underwriting, Financial Regulations, Cash Management, Payment Systems, Regulatory Compliance, Regulatory Requirements, Deposit Accounts, Financial Services, Credit Risk, Working Capital, Payment Processing and Collection, Payment Processing

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Mastering Advanced SQL Queries

    Skills you'll gain: SQL, Query Languages, Generative AI, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Mathematical Modeling, Jupyter

    4.5
    Rating, 4.5 out of 5 stars
    ·
    812 reviews

    Intermediate · Specialization · 3 - 6 Months

  • R

    Rice University

    Parallel Programming in Java

    Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Performance Testing, Functional Design, Graph Theory

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 2

    Skills you'll gain: Visual Basic (Programming Language), Data Import/Export, Programming Principles, Spreadsheet Software, UI Components, User Interface (UI), Automation, File I/O, Data Integration, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Liftoff with Google Antigravity: Build a Video Game with AI

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Orchestration, Vibe coding, AI Workflows, Generative AI Agents, Technical Management, Application Development, Agentic systems, Video Game Development, Development Environment, Application Deployment, Artificial Intelligence, Cloud Hosting, Software Installation, Computer Programming, Authentications, Databases, System Configuration

    Beginner · Course · 1 - 3 Months

  • M

    Meta

    Meta Social Media Marketing Capstone

    Skills you'll gain: Social Media Marketing, Presentations, Social Media Campaigns, Content Performance Analysis, Campaign Management, Social Media Analytics, Digital Marketing Campaigns, Marketing, Digital Marketing, Digital Advertising, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    733 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    American Psychological Association

    Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    291 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Strategic Leadership & Management

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • E

    EDUCBA

    Learn Digital Marketing: Strategy, Tools & Analytics

    Skills you'll gain: Digital Marketing, Email Marketing, Digital Marketing Campaigns, Blogs, Digital Media Strategy, Content Performance Analysis, Marketing Strategies, Marketing Strategy and Techniques, Campaign Management, Digital Brand Strategy, Marketing Planning, Digital Marketing Tools, Marketing Analytics, Social Media Marketing, Digital Advertising, Online Advertising, Strategic Marketing, Data-Driven Marketing, Campaign Planning, Web Analytics and SEO

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Machine Learning for Kyphosis Disease Classification

    Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Wrangling, Data Preprocessing, Data Science, Model Training, Machine Learning, Machine Learning Algorithms, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • M

    Macquarie University

    Habilidades de Excel para el negocio: Conceptos básicos

    Skills you'll gain: Data Visualization, Microsoft Excel, Spreadsheet Software, Excel Formulas, Microsoft Office, Data Management, Productivity Software, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    948 reviews

    Beginner · Course · 1 - 3 Months

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

  • Analyze & Apply Commercial Banking Operations: EDUCBA
  • Mastering Advanced SQL Queries: Coursera
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Parallel Programming in Java: Rice University
  • Excel/VBA for Creative Problem Solving, Part 2: University of Colorado Boulder
  • Liftoff with Google Antigravity: Build a Video Game with AI: Google Cloud
  • Meta Social Media Marketing Capstone: Meta
  • Psychological Research: American Psychological Association
  • Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
  • Learn Digital Marketing: Strategy, Tools & Analytics: EDUCBA

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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