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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


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    Peking University

    程序设计与算法

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Algorithms, Memory Management, C++ (Programming Language), File I/O, Object Oriented Design, Code Reusability, C (Programming Language), Computational Thinking, Graph Theory, Programming Principles, Theoretical Computer Science, Program Development, Computer Programming, Computer Science, Computer Architecture, Data Storage, Application Development, Software Design

    4.8
    Rating, 4.8 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Capital Budgeting & Investment Analysis Mastery

    Skills you'll gain: Capital Budgeting, Financial Analysis, Financial Management, Investment Management, Return On Investment, Finance, Working Capital, Cash Flows, Tax

    Mixed · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    The Science of Gastronomy

    Skills you'll gain: Cooking, Food and Beverage, Nutrition and Diet, Meal Planning And Preparation, Sensory Systems Analysis, Biochemistry, Aesthetics, Color Theory, Thermal Management, Chemistry, Physiology, Psychology

    4.6
    Rating, 4.6 out of 5 stars
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    789 reviews

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    MLOps and LLMOps: Deploying and Scaling AI in Production

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, LLM Application, Application Deployment, Model Training, Cloud Deployment, Continuous Deployment, AI Workflows, AI Security, Data Ethics, Responsible AI, Prompt Engineering, Retrieval-Augmented Generation, Scalability, CI/CD, Site Reliability Engineering, Model Evaluation, Release Management, System Monitoring, Containerization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Rice University

    Parallel Programming in Java

    Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Performance Testing, Functional Design, Graph Theory

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Ethics and Governance in the Age of Generative AI

    Skills you'll gain: Responsible AI, Generative Model Architectures, Generative AI, AI Workflows, Data Ethics, Model Evaluation, Data Governance, AI literacy, Governance, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Social Impact, Benchmarking, Emerging Technologies

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Lead AI Governance, Policy, and Continuous Compliance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Team Oriented, Cross-Functional Team Leadership, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Regulatory Compliance, Dashboard Creation, Data Ethics, Governance Risk Management and Compliance, Governance, Performance Metric, Accountability Frameworks, Compliance Reporting, Regulatory Requirements, Law, Regulation, and Compliance

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Stanford University

    Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

    Skills you'll gain: Algorithms, Graph Theory, Theoretical Computer Science, Network Routing, Computational Thinking, Data Structures, Computer Science

    4.8
    Rating, 4.8 out of 5 stars
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    829 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    American Psychological Association

    Methods for Quantitative Research in Psychology

    Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Science and Research, Research Methodologies, Research, Research and Design, Data Collection, Social Sciences, Peer Review, Experimentation, Data Analysis, Psychology

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations of Networking and Cisco Device Management

    Skills you'll gain: Network Architecture, General Networking, Wireless Networks, Networking Hardware, TCP/IP, Virtual Networking, Network Routers, Network Administration, Local Area Networks, OSI Models, Network Infrastructure, Computer Networking, Virtual Local Area Network (VLAN), Network Model, Network Security, Software-Defined Networking, Network Switches, Network Protocols, Command-Line Interface

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Social Media Marketing Strategies & Analytics

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media Campaigns, Social Media Analytics, Social Media Management, Social Media Content, Pinterest, Marketing Strategies, Digital Media Strategy, Marketing Planning, Instagram, Content Performance Analysis, Campaign Planning, LinkedIn, Smart Goals, Facebook, Customer Relationship Management, Marketing Channel, Goal Setting, Customer Engagement

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Telecom & Enterprise Cybersecurity Essentials

    Skills you'll gain: Incident Response, Hybrid Cloud Computing, Zero Trust Network Access, Incident Management, Computer Security Incident Management, Security Information and Event Management (SIEM), Endpoint Detection and Response, Containerization, Event Monitoring, Enterprise Security, Telecommunications, Cybersecurity, Threat Detection, Security Controls, Network Security, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

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

  • 程序设计与算法: Peking University
  • Capital Budgeting & Investment Analysis Mastery: EDUCBA
  • The Science of Gastronomy: The Hong Kong University of Science and Technology
  • MLOps and LLMOps: Deploying and Scaling AI in Production: Board Infinity
  • Parallel Programming in Java: Rice University
  • Ethics and Governance in the Age of Generative AI: Northeastern University
  • Lead AI Governance, Policy, and Continuous Compliance: LearnQuest
  • Shortest Paths Revisited, NP-Complete Problems and What To Do About Them: Stanford University
  • Methods for Quantitative Research in Psychology: American Psychological Association
  • Foundations of Networking and Cisco Device Management: Packt

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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