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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


  • U

    University of Virginia

    Managerial Accounting Fundamentals

    Skills you'll gain: Management Accounting, Cost Accounting, Accounting, Cost Benefit Analysis, Cost Management, Budget Management, Financial Accounting, Financial Data, Financial Analysis, Decision Making, Resource Allocation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    852 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Explainable Machine Learning (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Generative Model Architectures, Model Evaluation, Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Machine Learning, Scientific Visualization, Deep Learning, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Virtual Private Networks (VPN), Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Distributed Computing, Cloud Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Service Integration & Management

    Skills you'll gain: Service Improvement, Performance Improvement, Service Management, Strategic Sourcing, Information Technology Infrastructure Library, IT Service Management, Managed Services, Process Improvement, Governance, Business Relationship Management, IT Management, Systems Integration, Supplier Performance Management, Service Level, Continuous Improvement Process, Service Level Agreement, Supplier Relationship Management, Performance Management, Performance Analysis, Data Governance

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Advance Multi-Agent Systems & Production AI with LangSmith

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, LLM Application, Tool Calling, Agentic Workflows, Generative AI Agents, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, Artificial Intelligence, Context Management, Scalability, JSON, Debugging, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Plan Analytics Projects

    Skills you'll gain: Timelines, Project Planning, Risk Analysis, Project Schedules, Human Resources Software, Human Resources Management and Planning, Risk Mitigation, Milestones (Project Management), Project Management Software, Project Management, Meeting Facilitation, Scheduling, Project Risk Management, Anthropic Claude, ChatGPT, Payroll Systems, Contingency Planning, Dependency Analysis, Dashboard, Generative AI

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Databases, System Design, and Final Points

    Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, Amazon DynamoDB, Database Design, System Design and Implementation, Systems Design, Software Architecture, Systems Architecture, Database Management Systems, Application Design, Databases, Database Administration, Solution Architecture, Database Architecture and Administration, Database Management, Data Architecture, Event-Driven Programming, Cloud Computing Architecture, Cloud Applications, Relational Databases

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Professional Skills: Strategic Planning

    Skills you'll gain: Strategic Thinking, Critical Thinking and Problem Solving, Strategic Decision-Making, Planning, Business Planning, Strategic Leadership, Case Studies, Contingency Planning, Organizational Strategy, Complex Problem Solving, Proactivity, Data-Driven Decision-Making, Forecasting, Business Strategies, Data Literacy, Analysis, Trend Analysis, Critical Thinking, Risk Analysis, Decision Making

    Beginner · Course · 1 - 3 Months

  • U

    University of London

    Introduction to Computer Programming

    Skills you'll gain: Debugging, Development Environment, Javascript, Visualization (Computer Graphics), Program Development, JavaScript Frameworks, Computer Graphics, Software Development Tools, Computer Graphic Techniques, Computer Programming, Graphic and Visual Design, Graphical Tools, Event-Driven Programming, Interactive Design, Programming Principles, Data Management, Maintainability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    933 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Apply Fundamentals of Banking Systems

    Skills you'll gain: Banking Services, Bank Regulations, Payment Systems, Banking, Commercial Banking, Financial Systems, Financial Regulation, Financial Regulations, Financial Policy, Payment Processing, Payment Processing and Collection, Financial Services, Economics, Loans, Economic Development, International Finance, Customer Relationship Building, Market Liquidity

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Shape Email Strategy

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Strategic Thinking, Strategic Leadership, Strategic Marketing, Marketing Strategies, Marketing Planning, Campaign Management, Strategic Decision-Making, Data-Driven Decision-Making, Competitive Analysis, Thought Leadership, Market Dynamics, Market Analysis

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Managing AI Systems: Development, Deployment, and Governance

    Skills you'll gain: AI Security, AI Orchestration, MLOps (Machine Learning Operations), Model Deployment, Vulnerability Assessments, AI Workflows, Governance Risk Management and Compliance, Retrieval-Augmented Generation, Responsible AI, Compliance Auditing, LLM Application, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Application Deployment, Generative Model Architectures, Decision Intelligence, Model Training, Cloud Deployment, Artificial Intelligence

    Intermediate · Specialization · 1 - 3 Months

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

  • Managerial Accounting Fundamentals: University of Virginia
  • Explainable Machine Learning (XAI): Duke University
  • Advanced AWS Architecture: Identity, Networking and Design: Packt
  • Service Integration & Management: Packt
  • Advance Multi-Agent Systems & Production AI with LangSmith: Board Infinity
  • Plan Analytics Projects: Coursera
  • Databases, System Design, and Final Points: Packt
  • Professional Skills: Strategic Planning: Arizona State University
  • Introduction to Computer Programming : University of London
  • Analyze and Apply Fundamentals of Banking Systems: EDUCBA

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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