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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 Michigan

    AI for Lawyers and Other Advocates

    Skills you'll gain: Responsible AI, AI literacy, Delegation Skills, Legal Technology, Critical Thinking, Time Management, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Legal Risk, Advocacy, AI Integrations, Decision Intelligence, Leadership Development, Lifelong Learning, Leadership, Creativity, Generative AI, Communication

    4.6 stars, 86 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (86) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Scalable Microservices for Developers

    Skills you'll gain: Microservices, Spring Boot, API Testing, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Object Oriented Design, Application Programming Interface (API), Systems Architecture, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Data Persistence, Scalability, Service Oriented Architecture, Web Applications

    4.3 stars, 67 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (67) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Pressure, Force, Motion, and Humidity Sensors

    Skills you'll gain: Engineering, Scientific, and Technical Instruments, Embedded Systems, Embedded Software, Real Time Data, Electronics, Electronics Engineering, Electronic Components, Vibrations, Intrusion Detection and Prevention, Design Specifications, Computer Displays

    4.7 stars, 259 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (259) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Oracle SQL Performance Tuning

    Skills you'll gain: Oracle Databases, Performance Tuning, SQL, Query Languages, Database Management, Database Management Systems, Databases

    4.8 stars, 91 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (91) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    IBM COBOL Basics

    Skills you'll gain: COBOL (Programming Language), File I/O, Programming Principles, Procedure Development, Program Development, Data Structures, Computational Logic, Editing, Records Management

    4.6 stars, 138 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Introduction to Automated Analysis

    Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Test Tools, Computer Programming Tools, White-Box Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Automation, Functional Requirement, Application Security, Vulnerability Scanning, Continuous Monitoring

    4.2 stars, 87 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (87) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    ISAE-SUPAERO

    Flight Mechanics - Anemobarometry

    Skills you'll gain: Physical Science, Applied Mathematics, Systems Of Measurement, Engineering Calculations, Engineering, Scientific, and Technical Instruments, Mechanics, Physics, Scientific Visualization

    4.7 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Optimize SQL Queries: Uncover Performance Bottlenecks

    Skills you'll gain: System Monitoring, Application Performance Management, Query Languages, Database Management, Data Access, Database Design

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Rice University

    Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Event-Driven Programming, Distributed Computing, Java Programming, Java, OS Process Management, Scala Programming, Servers

    4.6 stars, 507 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (507) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced CNNs, Transfer Learning, and Recurrent Networks

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Fine-tuning, Tensorflow, Natural Language Processing, Network Architecture

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Google Analytics for SEO Queries

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Content Optimization, Prioritization, Data Import/Export, Gap Analysis, Workflow Management, Data Integration, User Research, Performance Metric

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Introduction to Selenium

    Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Debugging, Scripting, Automation, Web Scraping, Software Testing, Test Tools, Cascading Style Sheets (CSS), Test Data

    4.7 stars, 39 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (39) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • AI for Lawyers and Other Advocates: University of Michigan
  • Scalable Microservices for Developers: Vanderbilt University
  • Pressure, Force, Motion, and Humidity Sensors: University of Colorado Boulder
  • Oracle SQL Performance Tuning: EDUCBA
  • IBM COBOL Basics: IBM
  • Introduction to Automated Analysis: University of Minnesota
  • Flight Mechanics - Anemobarometry: ISAE-SUPAERO
  • Optimize SQL Queries: Uncover Performance Bottlenecks: Coursera
  • Distributed Programming in Java: Rice University
  • Advanced CNNs, Transfer Learning, and Recurrent Networks: 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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