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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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    Google Cloud

    Understanding Your Google Cloud Costs

    Skills you'll gain: Google Cloud Platform, Billing, Looker (Software), Billing Systems, Expense Management, Cloud Management, Billing & Invoicing, Dashboard, Cost Management, Google Sheets, Account Management, Resource Management, Identity and Access Management

    4.6
    Rating, 4.6 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Master Agentic AI: Core Principles & Real-World PC

    Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, Interactive Data Visualization, AI Orchestration, AI Security, A/B Testing, Generative AI Agents, Threat Management, Model Optimization, Open Web Application Security Project (OWASP), Technical Communication, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    Intermediate · Professional Certificate · 3 - 6 Months

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    Pearson

    Cybersecurity Prevention and Detection

    Skills you'll gain: Cyber Threat Intelligence, Cyber Threat Hunting, Threat Detection, Vulnerability Assessments, Incident Response, Security Information and Event Management (SIEM), Threat Management, Cybersecurity, Intrusion Detection and Prevention, IT Security Architecture, Cloud Security, Security Architecture Review, Cyber Risk, Cyber Security Policies, Data Security, Network Security, Cyber Security Strategy, Personally Identifiable Information, Malware Protection, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    Coursera

    Designing a Customer Support Chatbot Using Flowise

    Skills you'll gain: ChatGPT, User Interface (UI), No-Code Development, AI Integrations, LLM Application, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence, Frontend Integration, Quality Assurance

    4.4
    Rating, 4.4 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Household Surveys for Program Evaluation in LMICs

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Program Evaluation, Data Management, Data Collection, Data Analysis, Data Cleansing, Quantitative Research, Data Quality, Research Design, Sample Size Determination, Interviewing Skills, Data Presentation, Data Mapping, Data Ethics

    Intermediate · Course · 1 - 3 Months

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    S

    STARWEAVER

    Value Investing Strategies

    Skills you'll gain: Portfolio Management, Business Valuation, Investment Management, Investments, Equities, Financial Analysis, Return On Investment, Finance, Asset Management, Balance Sheet, Financial Statement Analysis, Financial Forecasting, Risk Analysis, Market Data, Relationship Management, Analysis, Corporate Finance, Cash Flows

    4.3
    Rating, 4.3 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    K

    Kennesaw State University

    The Business of Cybersecurity Capstone

    Skills you'll gain: Security Management, Incident Response, Risk Management, Computer Security Incident Management, Cyber Security Policies, IT Management, Cyber Governance, Risk Management Framework, Business Risk Management, Incident Management, Information Systems Security, Security Strategy, Law, Regulation, and Compliance, Enterprise Risk Management (ERM), Cyber Security Strategy, Information Management, Risk Control, Regulatory Compliance, Business Ethics, Data Ethics

    4.8
    Rating, 4.8 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California, Irvine

    Mobile Marketing, Optimization Tactics, and Analytics

    Skills you'll gain: Marketing Analytics, Key Performance Indicators (KPIs), Marketing Planning, Data-Driven Marketing, Marketing Effectiveness, Digital Media Strategy, A/B Testing, Web Analytics, Conversion Funnel Analysis, Content Performance Analysis, Digital Marketing, Customer experience improvement, Test Tools, Performance Metric, Performance Measurement, Marketing Strategies, Marketing, Driving engagement, Web Applications, Sales

    4.5
    Rating, 4.5 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Università di Napoli Federico II

    Teaching with AI: tools

    Skills you'll gain: AI powered creativity, AI literacy, Responsible AI, AI Enablement, Digital pedagogy, AI Integrations

    5
    Rating, 5 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Illinois Tech

    Unleashing the Power of Networks and the Cloud

    Skills you'll gain: Infrastructure As A Service (IaaS), Virtualization, Platform As A Service (PaaS), Containerization, Cloud-Native Computing, Serverless Computing, Cloud Infrastructure, Network Security, Cloud Services, Cloud Computing, Amazon Web Services, Cloud Management, Infrastructure as Code (IaC), Cloud Computing Architecture, Virtualization and Virtual Machines, Virtual Machines, Network Troubleshooting, Software-Defined Networking, Cloud Security, Network Administration

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Advanced Deployment, MLOps, and Generative AI in Azure

    Skills you'll gain: Model Optimization, Generative Model Architectures, Model Deployment, Azure DevOps Pipelines, Large Language Modeling, Model Training, Cloud Deployment, CI/CD, Fine-tuning

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Exploitation and Penetration Testing with Metasploit

    Skills you'll gain: Penetration Testing, Exploit development, Network Security, Vulnerability, Cybersecurity, Vulnerability Assessments, Human Factors (Security), Information Systems Security, Data Persistence

    4.2
    Rating, 4.2 out of 5 stars
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    37 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Understanding Your Google Cloud Costs: Google Cloud
  • Master Agentic AI: Core Principles & Real-World PC: Coursera
  • Cybersecurity Prevention and Detection: Pearson
  • Designing a Customer Support Chatbot Using Flowise: Coursera
  • Household Surveys for Program Evaluation in LMICs: Johns Hopkins University
  • Value Investing Strategies: STARWEAVER
  • The Business of Cybersecurity Capstone: Kennesaw State University
  • Mobile Marketing, Optimization Tactics, and Analytics: University of California, Irvine
  • Teaching with AI: tools: Università di Napoli Federico II
  • Unleashing the Power of Networks and the Cloud: Illinois Tech

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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