• 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


  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Model Evaluation, Software Visualization, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    使用 BigQuery 机器学习推理功能

    Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, Google Cloud Platform, Machine Learning, SQL

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    Skills you'll gain: Data Visualization, Internet Of Things, User Research, User Experience Design, User Experience, Product Development, User Interface and User Experience (UI/UX) Design, Usability, Power Electronics, Verification And Validation, Embedded Software, Control Systems, Usability Testing, Machine Learning Algorithms, Data Storage Technologies, Machine Controls, Data Storage, New Product Development, Embedded Systems, Human Computer Interaction

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Maestría en Dirección de Empresas (MBA)

    Skills you'll gain: Data Storytelling, Business Modeling, Key Performance Indicators (KPIs), Selling Techniques, Human Capital, Financial Accounting, Business Planning, Portfolio Management, Strategic Marketing, Digital Transformation, Agile Product Development, Corporate Sustainability, Entrepreneurial Finance, Market Dynamics, Creative Thinking, Data Analysis, Marketing Planning, Branding, IT Management, Teamwork

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Model Armor: como proteger implantações de IA

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, LLM Application, Large Language Modeling, Model Deployment, Threat Modeling, Security Testing, Vulnerability Scanning, Security Requirements Analysis, Security Controls, Google Cloud Platform, Data Security, API Testing, Cloud API, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, MySQL, Large Language Modeling, Data Ethics, Generative AI, Graph Theory, Database Design, Software Development Methodologies, Databases, Usability, Relational Databases, Database Management Systems, Reinforcement Learning, Data Preprocessing, Data Science, Data Structures, Data Mining, Responsible AI, Engineering Software, Human Machine Interfaces

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 日本語版

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Information Privacy, Google Cloud Platform, Personally Identifiable Information, Data Security, Model Deployment, Security Awareness, Safety and Security, Artificial Intelligence, Data Governance

    Intermediate · Course · 1 - 3 Months

  • U

    University of London

    International Foundation Programme for Computer Science (IFP)

    Skills you'll gain: Relational Databases, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Simulations, Statistical Inference, Data Literacy, Data Visualization Software, Statistical Hypothesis Testing, Exploratory Data Analysis, Probability Distribution, SQL, Tableau Software, Correlation Analysis, Data Storytelling, Algebra, Computational Logic, Calculus, Trigonometry, Logical Reasoning

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of North Texas

    Bachelor of Applied Arts and Sciences

    Skills you'll gain: Operations Management, Exploratory Data Analysis, Mediation, Model Evaluation, Change Management, Business Writing, Compensation and Benefits, Apache Hadoop, Consumer Behaviour, Organizational Change, Stakeholder Management, Event Management, Grammar, Social Media Strategy, Business Ethics, Sales Process, Diversity Awareness, Conflict Management, Research, Nutrition and Diet

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Google Vids で魅力的な動画を作成

    Skills you'll gain: Video Production, Storytelling, Video Editing, Generative AI, Multimedia, Data Sharing, Google Workspace, Content Creation, Creativity

    Beginner · Course · 1 - 4 Weeks

Searches related to data collection

data collection and processing with python
data collection and root cause analysis
data collection and integration
data collection: online, telephone and face-to-face
survey data collection and analytics
framework for data collection and analysis
algorithms, data collection, and starting to code
teaching impacts of technology: data collection, use, and privacy
1…822823824825

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

  • Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
  • 使用 BigQuery 机器学习推理功能: Google Cloud
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Maestría en Dirección de Empresas (MBA): Universidad de Palermo
  • Model Armor: como proteger implantações de IA: Google Cloud
  • Master of Science in Computer Science: Clemson University
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Responsible AI for Developers: Privacy & Safety - 日本語版: Google Cloud
  • International Foundation Programme for Computer Science (IFP): University of London

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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