• 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


  • L

    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Vector Databases, Retrieval-Augmented Generation, Prompt Engineering, Tool Calling, Google Gemini, Agentic Workflows, AI Workflows, Generative AI Agents, Server Side, Node.JS, Scalability, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Setting a Generative AI Strategy

    Skills you'll gain: AI Product Strategy, Generative AI, Strategic Thinking, AI Enablement, Business Strategy, Organizational Strategy, Customer experience improvement, Customer Insights, Value Propositions, Case Studies, Large Language Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build a Machine Learning Image Classifier with Python

    Skills you'll gain: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Model Training, Image Analysis, Data Processing, Scientific Visualization, Data Transformation, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    LearnQuest

    Advanced AI Techniques for the Supply Chain

    Skills you'll gain: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing

    3.2
    Rating, 3.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Angular Signals Project 2026 - Build a Quiz App Step-by-Step

    Skills you'll gain: Angular, Application Deployment, UI Components, User Interface (UI), Application Programming Interface (API), Web Development Tools, Application Development, Development Environment, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

  • S

    Starweaver

    DevSecOps & Cloud Security

    Skills you'll gain: Terraform, AI Security, DevSecOps, Infrastructure as Code (IaC), Amazon Web Services, AWS CloudFormation, Amazon Elastic Compute Cloud, Cloud Security, Cloud Deployment, Firewall, Cloud Infrastructure, LLM Application, Application Deployment, Cloud Computing Architecture, Flask (Web Framework), Load Balancing, Analysis

    Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Consumer Behavior & Service Marketing

    Skills you'll gain: Service Recovery, Marketing Psychology, Customer experience improvement, Customer experience strategy (CX), Customer Service, Integrated Marketing Communications, Customer Insights, Data-Driven Marketing, Service Design, Consumer Behaviour, Media and Communications, Customer Analysis, Brand Strategy, Customer Relationship Building, Brand Management, Marketing Communications, Communication Strategies, Strategic Communication, Marketing, Social Media Analytics

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad de Palermo

    Inteligencia Artificial y Futuro del Trabajo

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Employee Coaching, People Development, Employee Training, Responsible AI, Business Strategies, Business Strategy, Data Ethics, Digital Analysis, Technology Strategies, Digital Transformation, Business Intelligence, Innovation, Artificial Intelligence, Leadership, Business Technologies, Business, Data Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Generative AI for Software Engineers & Developers

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Gemini, Model Deployment, Generative AI Agents, GitHub Copilot, Generative Adversarial Networks (GANs), Google Gemini, Responsible AI, Performance Tuning, Software Development Tools, Code Review, Software Engineering, Artificial Intelligence, AI Personalization, Software Development, Software Quality Assurance, Debugging, Automation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Analytics: Uncover Key Report Insights

    Skills you'll gain: Google Analytics, Marketing Analytics, Data-Driven Marketing, Web Analytics, Campaign Management, Marketing Strategies, Digital Analysis, Analytics, Performance Measurement, Target Audience, Trend Analysis, Digital Marketing, Performance Reporting, Performance Analysis, Business Reporting, Time Series Analysis and Forecasting

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Learn Digital Marketing & Affiliate Strategies

    Skills you'll gain: Blogs, Content Performance Analysis, LinkedIn, Marketing Analytics, Professional Networking, Marketing Effectiveness, Digital Marketing, Marketing Channel, Web Analytics, Digital Marketing Campaigns, Digital Marketing Tools, Content Marketing, Marketing Strategies, Performance marketing, Marketing, Branding, Web Presence, Content Creation, Product Promotion

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Redshift プロフェッショナルのための BigQuery 基礎

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

    Intermediate · Course · 1 - 3 Months

1…316317318…834

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

  • Full Stack Agentic AI: LearnKartS
  • Setting a Generative AI Strategy: Coursera
  • Build a Machine Learning Image Classifier with Python: Coursera
  • Advanced AI Techniques for the Supply Chain: LearnQuest
  • Angular Signals Project 2026 - Build a Quiz App Step-by-Step: Packt
  • DevSecOps & Cloud Security: Starweaver
  • Consumer Behavior & Service Marketing: EDUCBA
  • Inteligencia Artificial y Futuro del Trabajo: Universidad de Palermo
  • Generative AI for Software Engineers & Developers: Edureka
  • Analytics: Uncover Key Report Insights: Coursera

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