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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


  • M

    Macquarie University

    Artificial Intelligence (AI) Education for Teachers

    Skills you'll gain: AI literacy, Data Ethics, Teaching, Decision Intelligence, Instructional Strategies, Generative AI, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Curriculum Development, Machine Learning

    ★ 4.7 (962) · Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Building Applications with DeepSeek

    Skills you'll gain: DeepSeek API, Deepseek, User Interface (UI), LLM Application, AI Workflows, AI Integrations, Human Computer Interaction, Agentic Workflows, Retrieval-Augmented Generation, AI Product Strategy, Embeddings, Application Deployment, Case Studies

    ★ 4 (9) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Gender Analytics: Gender Equity through Inclusive Design

    Skills you'll gain: Human Centered Design, Organizational Change, User Research, Design Thinking, Change Management, Design Research, Data Ethics, Data Collection, Quantitative Research, Prototyping, Influencing, Qualitative Research, Organizational Leadership, Storytelling, Data Analysis, Analytics, Diversity Awareness, Diversity and Inclusion, Gap Analysis, Leadership

    ★ 4.8 (716) · Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Content Strategy, CMS & Digital Marketing Tools

    Skills you'll gain: Content Marketing, Web Analytics and SEO, Content Management, Social Media Marketing, Content Management Systems, Social Media Management, Content Strategy, Social Media, Marketing Strategies, Marketing Strategy and Techniques, Content Development and Management, Persona Development, Storytelling, Digital Marketing Tools, Social Media Content, MarTech, Digital Marketing, Social Media Campaigns, Digital Content, Marketing Planning

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Financial Markets & Apply Investment Strategies

    Skills you'll gain: Investment Banking, Capital Markets, Financial Analysis, Statistics, Investment Management, Financial Management, Financial Market, Quantitative Research, Investments, Financial Acumen, Finance, Data Literacy, Banking, Analytical Skills, Statistical Methods, Communication Strategies, Probability & Statistics, Mergers & Acquisitions, Portfolio Management, Business

    ★ 4.8 (14) · Mixed · Course · 1 - 3 Months

  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

  • E

    Edge Impulse

    Edge AI Fundamentals

    Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Industrial Engineering, Data Science, Product Development

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Introducción a ALT - Tecnología de Asistencia a la Vida

    Skills you'll gain: Long Term Care, Health Technology, Patient Communication, Home Health Care and Assisted Living, Geriatrics, Adaptive Equipment, Telehealth, Disabilities, Patient-centered Care, Chronic Diseases, Patient Education and Support, Medical Telemetry, Medical Equipment and Technology, Care Management, Data Ethics, digital literacy, Healthcare Ethics, Cybersecurity

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    파이썬의 데이터 과학 소개

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Data Processing, Pivot Tables And Charts, Data Science, Data Wrangling, Data Analysis, Data-Driven Decision-Making, Data Transformation, Exploratory Data Analysis, Python Programming, Statistical Hypothesis Testing, Data Import/Export, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Setup Python Geo Stack

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Customer Engagement and Collaboration

    Skills you'll gain: Stakeholder Communications, Customer Relationship Management (CRM) Software, Customer Analysis, Brand Awareness, HubSpot CRM, User Feedback, Customer Retention, Customer Engagement, Customer Service, Content Marketing, Marketing Analytics, Brand Marketing, Email Marketing, Social Media Marketing, Google Analytics, Digital Marketing, Performance Measurement, Search Engine Optimization, AI Enablement, Generative AI

    Intermediate · Course · 1 - 3 Months

  • T

    The Expert Academy

    Sales Skills: Build Trust And Influence Buyers

    Skills you'll gain: Selling Techniques, Consultative Selling, Sales, Sales Strategy, B2B Sales, Negotiation, General Sales Practices, Sales Process, Solution Selling, Influencing, Persuasive Communication, Sales Prospecting, Marketing Psychology, Prospecting and Qualification, Consumer Behaviour, Lead Generation, Rapport Building, Customer Relationship Building, Social Media Campaigns, Trustworthiness

    Intermediate · Course · 1 - 3 Months

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

  • Artificial Intelligence (AI) Education for Teachers: Macquarie University
  • Building Applications with DeepSeek: Board Infinity
  • Gender Analytics: Gender Equity through Inclusive Design: University of Toronto
  • Content Strategy, CMS & Digital Marketing Tools: EDUCBA
  • Analyze Financial Markets & Apply Investment Strategies: EDUCBA
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Edge AI Fundamentals: Edge Impulse
  • Introducción a ALT - Tecnología de Asistencia a la Vida: Universitat Politècnica de València
  • 파이썬의 데이터 과학 소개: University of Michigan
  • Setup Python Geo Stack: 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)

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