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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

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Productivity Software, Microsoft Office, Excel Formulas, Data Visualization, Microsoft Word, Computer Literacy, Workforce Development, Information Technology

    ★ 4.8 (1.6K) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize and Benchmark AI Algorithms for Speed

    Skills you'll gain: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • S

    Saïd Business School, University of Oxford

    AI and Production

    Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Large Language Modeling, Data Ethics, Media Strategy, Journalism, Media and Communications, AI literacy, Media Planning, Law, Regulation, and Compliance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Digital Transformation, Marketing Communications, Digital Advertising, Marketing, Algorithms

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Cloud Computing Foundations

    Skills you'll gain: Technical Communication, Cloud Infrastructure, Cloud Technologies, Cloud Services, Cloud Hosting, CI/CD, Cloud Computing, Azure DevOps Pipelines, Agile Software Development, Cloud Development, DevOps, Technical Documentation, Infrastructure As A Service (IaaS), Cloud Platforms, Continuous Delivery, Infrastructure as Code (IaC), Serverless Computing, Continuous Integration, Agile Project Management, GitHub

    ★ 4.5 (295) · Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Reimagining Brand Strategy for the Digital Age

    Skills you'll gain: Digital Brand Strategy, Driving engagement, Competitive Analysis, Brand Strategy, Experience Design, Brand Management, Customer experience strategy (CX), Brand Awareness, Branding, Digital Marketing, Storytelling, Customer Engagement, Cross-Channel Marketing, Digital Analysis, Digital Media Strategy, Journey Mapping, Market Opportunities, Data-Driven Marketing, Customer Insights, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Tempo for Distributed Tracing

    Skills you'll gain: Kubernetes, Microservices, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AWS Certified Solutions Architect SAA-C03 with Capstone Labs

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon S3, Amazon Elastic Compute Cloud, Identity and Access Management, AWS CloudFormation, Amazon Web Services, Amazon DynamoDB, Serverless Computing, Containerization, AWS Kinesis, Amazon CloudWatch, Application Deployment, Databases, Cloud Computing Architecture, Scalability, Docker (Software), Amazon Redshift, User Provisioning, Infrastructure as Code (IaC), Cloud Storage

    Intermediate · Specialization · 3 - 6 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Geoprocessamento Aplicado

    Skills you'll gain: GIS Software, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Spatial Analysis, Data Processing, Data Mapping, Data Import/Export, Data Manipulation, Software Installation, Data Analysis

    Mixed · Course · 1 - 3 Months

  • B

    Board Infinity

    Java FullStack Developer

    Skills you'll gain: Angular, HTML and CSS, Data Structures, Spring Boot, Eclipse (Software), Restful API, Java Programming, JavaScript Frameworks, Object Oriented Programming (OOP), Model View Controller, Software Development Tools, Hypertext Markup Language (HTML), Java, Computer Programming Tools, Application Frameworks, Front-End Web Development, Spring Framework, Object Oriented Design, Cascading Style Sheets (CSS), Javascript

    ★ 4.4 (865) · Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Redshift 전문가를 위한 BigQuery 기초

    Skills you'll gain: Amazon Redshift, Data Warehousing, Identity and Access Management, SQL, Role-Based Access Control (RBAC), Google Cloud Platform, Database Management, Query Languages, Data Access, Data Import/Export, Database Design, Data Architecture, Data Sharing, Database Architecture and Administration, Data Integration, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • I

    Illinois Tech

    Business Management Essentials

    Skills you'll gain: Process Improvement, Process Management, Process Improvement and Optimization, Global Marketing, Business Process, Financial Statement Analysis, Organizational Leadership, Financial Statements, Brand Management, Leadership and Management, Financial Analysis, Marketing, Brand Strategy, People Management, Intercultural Competence, Financial Acumen, Leadership, Business Strategy, Financial Management, Data Analysis

    ★ 4.7 (384) · Intermediate · Specialization · 3 - 6 Months

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

  • Competencias digitales de ofimática: Microsoft Excel: Universitat Autònoma de Barcelona
  • Optimize and Benchmark AI Algorithms for Speed: Coursera
  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • AI and Production: Saïd Business School, University of Oxford
  • Cloud Computing Foundations: Duke University
  • Reimagining Brand Strategy for the Digital Age: Board Infinity
  • Introduction to Tempo for Distributed Tracing: Coursera
  • AWS Certified Solutions Architect SAA-C03 with Capstone Labs: Packt
  • Introdução ao Geoprocessamento Aplicado: Instituto Tecnológico de Aeronáutica
  • Java FullStack Developer: Board Infinity

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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