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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


  • Status: Free Trial
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    EDUCBA

    Analyze Marketing Performance Using R and Excel

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Marketing Strategies, Market Analysis, Sales Management, Customer Insights, Marketing Planning, Data-Driven Decision-Making, Customer experience improvement, Customer Service, Predictive Analytics, Consumer Behaviour, Case Studies, Predictive Modeling, R Programming, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Spring Boot Foundations

    Skills you'll gain: Spring Boot, Hibernate (Java), Spring Framework, Web Applications, Application Development, Web Development, Program Development, Restful API, Application Frameworks, Secure Coding, Bootstrap (Front-End Framework), Development Environment, Object-Relational Mapping, Model View Controller, UI Components, Software Development Tools, Authentications, User Interface (UI), Databases

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Automate, Evaluate and Deploy ML Models Confidently

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, Model Optimization, CI/CD, Continuous Deployment, Continuous Delivery, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Verification And Validation, AI Workflows, Business Priorities, Performance Analysis, Strategic Decision-Making

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Scrimba

    Intro to SQL

    Skills you'll gain: SQL, Relational Databases, Database Management, Database Application, Query Languages, Databases, Data Manipulation, Database Management Systems

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Generative AI: Transform Your Customer Support Career

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Standard Operating Procedure, Generative AI, Customer Support, AI literacy, Product Support, Customer Service, Procedure Development, Customer Analysis, LLM Application, Responsible AI, AI Workflows, AI Integrations, Customer experience improvement, Data Ethics, Customer Insights, Business Process Automation, User Feedback, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Optimize and Deploy Edge AI Models

    Skills you'll gain: Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Performance Testing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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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    INSEAD

    Generative AI and Blockchain

    Skills you'll gain: Agentic systems, Blockchain, Emerging Technologies, AI Security, Generative AI Agents, AI Personalization, Healthcare 5.0, Responsible AI, AI Integrations, Generative AI, Data Ethics, Digital Assets, Environmental Social And Corporate Governance (ESG)

    4.8
    Rating, 4.8 out of 5 stars
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    32 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Empower School of Health

    Foundations of Digital Health & Ethical Aspects

    Skills you'll gain: Healthcare 5.0, Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Surgery, Law, Regulation, and Compliance, Health Informatics, Health Information Management, Health Disparities, Health Care Procedure and Regulation, Health Equity, Ethical Standards And Conduct, Public Health, Regulatory Compliance, Information Privacy, Health Policy, Biomedical Technology, Automation

    3.8
    Rating, 3.8 out of 5 stars
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    14 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, DevSecOps, Code Review, AI Integrations, Amazon Web Services, MLOps (Machine Learning Operations), AI Enablement, AI Security, Application Performance Management, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, Vulnerability Scanning, Predictive Analytics

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service

    Skills you'll gain: Data Migration, MySQL, Amazon Web Services, Data Import/Export, Google Cloud Platform, Data Access, Databases, Relational Databases

    4.1
    Rating, 4.1 out of 5 stars
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    24 reviews

    Advanced · Project · Less Than 2 Hours

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    J

    Johns Hopkins University

    Introduction to Using Generative AI in Public Health

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, ChatGPT, Generative AI, Responsible AI, Healthcare Ethics, Public Health, Data Ethics, Public Health and Disease Prevention, Health Policy, Artificial Intelligence, Microsoft Copilot, Health Equity

    4.4
    Rating, 4.4 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Analyze Marketing Performance Using R and Excel: EDUCBA
  • Spring Boot Foundations: Packt
  • Automate, Evaluate and Deploy ML Models Confidently: Coursera
  • Intro to SQL: Scrimba
  • Generative AI: Transform Your Customer Support Career: SkillUp
  • Optimize and Deploy Edge AI Models: Coursera
  • Exploitation and Penetration Testing with Metasploit: IBM
  • Generative AI and Blockchain: INSEAD
  • Foundations of Digital Health & Ethical Aspects: Empower School of Health
  • DevOps and AI on AWS: AIOps: Amazon Web Services

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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