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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


  • A

    Akamai Technologies, Inc.

    Introduction to IT Security

    Skills you'll gain: Endpoint Security, Incident Response, Network Security, Vulnerability Scanning, Computer Security Incident Management, Security Management, Incident Management, Penetration Testing, Cybersecurity, Authentications, Cyber Attacks, Security Controls, Vulnerability Assessments, Encryption, Firewall, Threat Management, User Accounts, Identity and Access Management, Mobile Security, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Advanced Topics in Artificial Intelligence

    Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure Architecture, Agentic systems, AI Integrations, AI Personalization, Predictive Modeling, Business Operations

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Accounting and Financial Modelling Bootcamp

    Skills you'll gain: Working Capital, Financial Statements, Financial Modeling, Financial Accounting, Financial Analysis, Financial Reporting, Financial Statement Analysis, Cash Management, Income Statement, Business Valuation, Accounting, Cash Flows, Bookkeeping, Benchmarking, Return On Investment, Balance Sheet, Risk Analysis, Microsoft Excel, Investment Banking, Finance

    Beginner · Specialization · 1 - 3 Months

  • S

    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Model Training, Probability & Statistics, Model Evaluation, Statistical Software, Machine Learning Methods, Machine Learning Software

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Accounting Fundamentals: Analyze, Interpret & Apply

    Skills you'll gain: Cash Flows, Income Statement, Financial Analysis, Financial Accounting, Revenue Recognition, Generally Accepted Accounting Principles (GAAP)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    29 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Applied Financial Analysis

    Skills you'll gain: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Performance Reporting, Financial Auditing, Capital Budgeting, Financial Controls, Financial Reporting, Operating Budget, Financial Analysis, Report Writing, Process Improvement, Banking Services, Financial Data

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Deploying and Maintaining Production AI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Dashboard Creation, Generative AI, Dependency Analysis, Dashboard, Application Deployment, Continuous Deployment, Model Training, Responsible AI, Site Reliability Engineering, Release Management, Kubernetes, Application Performance Management, CI/CD, Performance Analysis, Continuous Monitoring, Automation, Cloud Platforms, Data-Driven Decision-Making

    Intermediate · Course · 3 - 6 Months

  • L

    L&T EduTech

    Industrial Fluid systems & Smart Factory Automation

    Skills you'll gain: Electrical Systems, Automation Engineering, Electrical Equipment, Hydraulics, Machine Controls, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Robotics, Hardware Troubleshooting, Manufacturing Processes, Sustainable Technologies, Maintenance, Repair, and Facility Services, Production Process, Emerging Technologies, Manufacturing Operations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Run Inference & Hypothesis Tests

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Sample Size Determination, Statistical Analysis, Statistical Reporting, Statistics, Data Analysis, Statistical Methods, A/B Testing, Statistical Software, Estimation, Data-Driven Decision-Making, Conversion Funnel Analysis, Business Analysis, Stakeholder Communications, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    ISO 14001 Step by Step

    Skills you'll gain: Environmental Management Systems, Environmental Policy, Corrective and Preventive Action (CAPA), Document Control, Quality Management Systems, Environmental Regulations, Compliance Management, Regulatory Requirements, Sustainability Standards, Emergency Response, Risk Control, Compliance Auditing, Operational Risk, Internal Auditing, Sustainable Business, Continuous Improvement Process, Performance Measurement, Performance Analysis, Communication Planning, Employee Training

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Introduction to Generative AI in Healthcare

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, AI literacy, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems

    4.2
    Rating, 4.2 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Visio for Professionals: Diagrams & Flowchart Design

    Skills you'll gain: Microsoft Visio, Process Flow Diagrams, Diagram Design, Collaborative Software, Process Design, Process Modeling, Data Visualization, Process Mapping, Workflow Management, Business Workflow Analysis, Business Process Automation, Graphic and Visual Design Software, Process Analysis, Organizational Structure, Graphic and Visual Design, Collaboration, Data Integration

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to IT Security: Akamai Technologies, Inc.
  • Advanced Topics in Artificial Intelligence: University of Illinois Urbana-Champaign
  • Accounting and Financial Modelling Bootcamp: Starweaver
  • SAS Certification Practice Exams: SAS
  • Master Accounting Fundamentals: Analyze, Interpret & Apply: EDUCBA
  • Applied Financial Analysis: Coursera
  • Deploying and Maintaining Production AI Systems: Coursera
  • Industrial Fluid systems & Smart Factory Automation: L&T EduTech
  • Run Inference & Hypothesis Tests: Coursera
  • ISO 14001 Step by Step: 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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