• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Data Collection

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

    AWS Elastic Beanstalk & CI/CD for Cloud Projects

    Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Cloud Development, Devops Tools, Development Environment, Continuous Delivery, Cloud Applications, Continuous Deployment, Version Control, Continuous Integration, Amazon Web Services, Platform As A Service (PaaS), Git (Version Control System), Data Persistence, Database Development, Interactive Data Visualization, Application Programming Interface (API)

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Unsupervised Learning, Natural Language Processing, Classification Algorithms, Development Environment, Scalability

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Predictive Analytics with SAS: Build & Deploy Models

    Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Google Sheets - Advanced Topics en español

    Skills you'll gain: Google Sheets, Data Validation, Spreadsheet Software, Data Visualization, Google Workspace, Productivity Software, Automation, Data Analysis Software, Business Solutions, Data Integration, Analysis

    4.7 stars, 67 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft PowerPoint

    Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Productivity Software, Microsoft Excel, Microsoft Word, Office Administration, Computer Literacy, Information Technology, Diagram Design, Editing

    4.7 stars, 95 reviews, Beginner, Course, 1 - 4 Weeks

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

  • G

    Google Cloud

    Google Cloud でのバッチデータ パイプラインの構築

    Skills you'll gain: Data Pipelines, Dataflow, Data Warehousing, Extract, Transform, Load, Data Quality, Data Cleansing, Data Validation, Performance Tuning, Google Cloud Platform, Data Processing, Apache Spark, Serverless Computing, System Monitoring

    4.4 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Fine-tune Multimodal Models with Transfer Learning

    Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft SQL Server Development for Everyone

    Skills you'll gain: Microsoft SQL Servers, SQL, Database Development, Database Software, Database Design, Database Theory, Stored Procedure, Databases, Relational Databases, Transact-SQL, Database Systems, Database Architecture and Administration, Query Languages, Data Integrity, Microsoft Development Tools, Scripting, Authentications, User Accounts

    4.9 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (7) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Build Real-Time Face Recognition with OpenCV

    Skills you'll gain: Model Training, System Design and Implementation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Digital Safety and Security

    Skills you'll gain: Cyber Attacks, Data Security, Safety and Security, Cybersecurity, Application Security, Security Software, Computer Security Awareness Training, Cyber Security Strategy, Information Systems Security, Cyber Security Assessment, Security Controls, Disaster Recovery, Data Loss Prevention, Incident Response, Data Storage, Vulnerability Assessments, Patch Management

    4.6 stars, 77 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (77) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Credit Analyst Academy

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Commercial Lending, Lending and Underwriting, Financial Statements, Bank Regulations, Loans, Portfolio Risk, Risk Modeling, Market Data, Risk Mitigation, Financial Analysis, Derivatives, Loan Documentation, General Lending, Financial Data, Financial Services, Portfolio Management, Environmental Social And Corporate Governance (ESG), Project Portfolio Management

    4.7 stars, 10 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Integrity, Data Manipulation, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…576577578…834

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

  • AWS Elastic Beanstalk & CI/CD for Cloud Projects: EDUCBA
  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • Predictive Analytics with SAS: Build & Deploy Models: EDUCBA
  • Google Sheets - Advanced Topics en español: Google Cloud
  • Competencias digitales de ofimática: Microsoft PowerPoint: Universitat Autònoma de Barcelona
  • Google Cloud でのバッチデータ パイプラインの構築: Google Cloud
  • Fine-tune Multimodal Models with Transfer Learning: Coursera
  • Microsoft SQL Server Development for Everyone: Packt
  • Build Real-Time Face Recognition with OpenCV: EDUCBA
  • Digital Safety and Security: Arizona State University

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)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok