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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


  • E

    EDUCBA

    CloverETL: Design, Analyze & Optimize Workflows

    Skills you'll gain: Data Mapping, Extract, Transform, Load, Data Validation, Workflow Management, JSON, Fraud detection, Extensible Languages and XML, Extensible Markup Language (XML), Metadata Management, Process Design, Data Integration, Data Transformation, Data Pipelines, Data Import/Export, Data Processing, Data Integrity, Data Analysis

    Mixed · Course · 1 - 4 Weeks

  • S

    Special Competitive Studies Project

    AI in Global Competition: The Defense Dimension

    Skills you'll gain: Risk Analysis

    Beginner · Course · 1 - 4 Weeks

  • I

    Imperial College London

    3D Graphics in Android: Sensors and VR

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Android (Operating System), Virtual Environment, 3D Assets, Visualization (Computer Graphics), Android Development, Computer Graphics, Android Studio, Computer Graphic Techniques, Application Development, Animations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Advanced · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Theory

    Skills you'll gain: Application Specific Integrated Circuits, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Development, Cloud Deployment, Microarchitecture, Amazon Web Services, Hardware Architecture, Cloud Applications, Performance Tuning, Computer Architecture, Development Environment, Software Development Tools, Systems Design, System Design and Implementation, Memory Management, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    77 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Austral

    Coberturas de riesgo con futuros y opciones para agrobusiness

    Skills you'll gain: Futures Exchange, Derivatives, Financial Trading, Strategic Decision-Making, Financial Market, Market Data, Risk Management, Risk Mitigation, Market Dynamics, Business Risk Management, Risk Analysis, Market Analysis, Simulation and Simulation Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics 102 - Magnetic Fields and Faraday's Law

    Skills you'll gain: Torque (Physics), Physics, electromagnetics, Electrical Engineering, Basic Electrical Systems, Applied Mathematics, Engineering Calculations, Mechanics, Calculus, Electrical Systems, Integral Calculus, Scientific Visualization, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Player Evaluation, Team Performance and Roster Management

    Skills you'll gain: Calendar Management, People Analytics, Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Workforce Management, Staff Management, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Unsupervised Learning, R (Software), R Programming, Statistical Programming, Operations Management

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI for Automating HR Workflows

    Skills you'll gain: Human Resources, Responsible AI, Developing Training Materials, Generative AI, AI Enablement, Workforce Development, Miro AI, Data Ethics, Recruitment, Generative AI Agents, People Analytics, People Management, AI Personalization, Talent Management, Automation, Talent Acquisition, Prompt Engineering, No-Code Development, Agentic systems, Business Operations

    Beginner · Specialization · 1 - 3 Months

  • F

    Fred Hutchinson Cancer Center

    Smarter Scientific Software Development with GitHub Actions

    Skills you'll gain: Continuous Integration, Continuous Deployment, CI/CD, GitHub, Docker (Software), Scientific Methods, Software Development, Development Environment, Open Source Technology, Test Automation, Science and Research, Containerization, Automation, Debugging, Scripting

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Networking Fundamentals

    Skills you'll gain: OSI Models, Computer Networking, Virtualization, Data Centers, Virtual Networking, General Networking, Network Architecture, Networking Hardware, Network Protocols, TCP/IP, Network Infrastructure, Local Area Networks, Network Model, Telecommunications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Jordan University of Science and Technology

    Object Oriented Development using C#

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Program Development, Software Engineering, C++ (Programming Language), Data Structures, Software Development, Computer Programming, Programming Principles, Java, Query Languages

    3.8
    Rating, 3.8 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Generative AI in User Research and Design Thinking

    Skills you'll gain: Ideation, Innovation, Design Thinking, User Research, AI powered creativity, Design Research, Generative AI, Competitive Analysis, User Experience Design, Journey Mapping, AI literacy, Human Centered Design, Data Ethics, Responsible AI, Artificial Intelligence, Problem Solving, Data Collection, Data Synthesis, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • CloverETL: Design, Analyze & Optimize Workflows: EDUCBA
  • AI in Global Competition: The Defense Dimension: Special Competitive Studies Project
  • 3D Graphics in Android: Sensors and VR: Imperial College London
  • Developing FPGA-accelerated cloud applications with SDAccel: Theory: Politecnico di Milano
  • Coberturas de riesgo con futuros y opciones para agrobusiness: Universidad Austral
  • Physics 102 - Magnetic Fields and Faraday's Law: Rice University
  • Player Evaluation, Team Performance and Roster Management: The State University of New York
  • Generative AI for Automating HR Workflows: Edureka
  • Smarter Scientific Software Development with GitHub Actions: Fred Hutchinson Cancer Center
  • Networking Fundamentals: 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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