• 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


  • M

    Microsoft

    Multimodal and cross-modal AI integrations

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, AI Orchestration, AI Workflows, Generative AI, AI Integrations, Microsoft Azure, OpenAI API, Prompt Patterns, Image Analysis, Artificial Intelligence, Computer Vision, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • A

    Automatic Data Processing, Inc. (ADP)

    Understanding Diversity & Inclusion

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Workplace inclusivity, Diversity and Inclusion, Talent Acquisition, Diversity Awareness, Diversity Programs, Cultural Diversity, Talent Recruitment, Diversity Marketing, Advocacy, Recruitment Strategies, Branding, Organizational Strategy

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

  • E

    Edureka

    Generative AI for Customer Experience Optimization

    Skills you'll gain: Customer experience improvement, Workflow Management, Process Design, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Prompt Engineering Generative AI & LLM Models Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Fine-tuning, Generative AI, Generative Model Architectures, LLM Application, Retrieval-Augmented Generation, Model Training, Natural Language Processing, Model Evaluation, Data Cleansing, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Dynamics 365 Business Central Development Quick Start

    Skills you'll gain: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Cloud Development, Virtual Environment, Microsoft Visual Studio, Software As A Service, Containerization, Integrated Development Environments, Cloud Deployment, Serverless Computing, Scalability, Git (Version Control System), Business Development

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Managing AWS IoT Devices: Fleet Indexing

    Skills you'll gain: Amazon Web Services, Internet Of Things, Cloud Management, Query Languages, System Configuration

    ★ 4.3 (7) · Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply OpenGL Rendering Pipeline Architecture

    Skills you'll gain: Computer Graphics, Software Architecture, Development Environment, Software Design, Maintainability, Software Visualization, Systems Architecture, Software Design Patterns, Code Reusability, Graphics Software, Visualization (Computer Graphics), Systems Design, Cross Platform Development, Computer Graphic Techniques, Image Quality, System Design and Implementation, Dataflow, Memory Management, Performance Tuning, Scalability

    ★ 5 (7) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Pandas (Python Package), Machine Learning Methods, Data Science, Artificial Intelligence, Model Optimization, Data Preprocessing, Model Training, Machine Learning, Network Model, Data Manipulation, Model Evaluation

    Beginner · Course · 3 - 6 Months

  • T

    The Hong Kong University of Science and Technology

    Learning HTML, CSS and JavaScript through Game Development

    Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), jQuery, Javascript and jQuery, Web Design and Development, Javascript, Web Development, Animations, Front-End Web Development, Animation and Game Design, Web Applications, Visualization (Computer Graphics), Computer Graphics, Code Reusability, Software Design Patterns

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Cybersecurity Strategies for AI-Driven Organizations

    Skills you'll gain: Threat Modeling, Responsible AI, MITRE ATT&CK Framework, Cyber Security Strategy, Data Ethics, Cyber Security Assessment, Cybersecurity, Penetration Testing, IT Security Architecture, Cyber Risk, Data Loss Prevention, Vulnerability Assessments, Data Security, Exploitation techniques, Incident Response, Tensorflow

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Tirer Parti des Listes Pour un Code Python Plus Simple

    Skills you'll gain: Python Programming, Algorithms, Data Structures

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    REST Assured Java API Testing Automation

    Skills you'll gain: Cucumber (Software), Gherkin (Scripting Language), Behavior-Driven Development, Apache Maven, API Testing, Test Script Development, Restful API, Test Automation, JSON, Scalability, Application Programming Interface (API), Test Case, Java Programming, Test Data, Authentications, Java

    ★ 5 (16) · Mixed · Course · 1 - 4 Weeks

1…831832833834

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

  • Multimodal and cross-modal AI integrations: Microsoft
  • Understanding Diversity & Inclusion: Automatic Data Processing, Inc. (ADP)
  • Generative AI for Customer Experience Optimization: Edureka
  • Prompt Engineering Generative AI & LLM Models Fundamentals: Whizlabs
  • Dynamics 365 Business Central Development Quick Start: Packt
  • Managing AWS IoT Devices: Fleet Indexing: Amazon Web Services
  • Apply OpenGL Rendering Pipeline Architecture: EDUCBA
  • Deep Learning - Crash Course 2023: Packt
  • Learning HTML, CSS and JavaScript through Game Development: The Hong Kong University of Science and Technology
  • Cybersecurity Strategies for AI-Driven Organizations: 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