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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
    Free Trial
    I

    IBM

    UX Research and Information Architecture 

    Skills you'll gain: Information Architecture, UI/UX Research, Persona (User Experience), Design Research, User Centered Design, User Interface and User Experience (UI/UX) Design, Surveys, Usability, Usability Testing, Persona Development, Prioritization, Tree Maps

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Shell Scripting with Bash: Basics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Scripting, Command-Line Interface, Unix Shell, Scripting Languages, IT Automation, Unix, Linux, File I/O, File Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    63 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Homeland Security and Cybersecurity Future

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Infrastructure Security, Cyber Attacks, Cyber Operations, Cyber Risk, Security Management, Cyber Security Policies, Cyber Governance, Incident Response, Risk Management Framework, Technology Solutions, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    161 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Структуры данных Python

    Skills you'll gain: Data Structures, File I/O, Data Processing, Data Dictionary, Programming Principles, Data Manipulation, Python Programming, Data Storage, Computer Programming, Software Installation, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, LLM Application, Generative Model Architectures, Model Deployment, Fine-tuning, Model Optimization, Model Training, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Machine Learning, Data Quality

    4.1
    Rating, 4.1 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    K

    Knowledge Accelerators

    Advanced Microsoft 365 Copilot AI: Build & Use Agents

    Skills you'll gain: Responsible AI, Microsoft Copilot, Risking, Data Ethics, Microsoft 365, Generative AI Agents, LLM Application, Generative AI, AI Workflows, Governance, Agentic Workflows, Large Language Modeling, Prompt Engineering, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Current Gen 3D Game Prop Production

    Skills you'll gain: 3D Modeling, 3D Assets, Video Game Development, Visualization (Computer Graphics), Computer Graphics, Autodesk Maya, Computer Graphic Techniques, Image Analysis, Design Research, Model Optimization, Baking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    توقع حضور المواعيد الطبية باستخدام Python

    Skills you'll gain: Exploratory Data Analysis, Data Preprocessing, Analytics, Data Analysis, Predictive Analytics, Data Processing, Applied Machine Learning, Model Evaluation, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Machine Learning Methods, Feature Engineering, Machine Learning, Data Visualization, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Humanidades digitales: archivos y colecciones

    Skills you'll gain: Document Management, Data Sharing, Record Keeping, digital literacy, Culture, Digital Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    IA generativa: descubre los conceptos fundamentales

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, AI literacy, LLM Application, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Machine Learning, Business Solutions, Data Access, Data Quality

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    AI for Human Resources

    Skills you'll gain: Workforce Planning, Employee Engagement, Workforce Management, HR Tech, Data Ethics, Performance Analysis, Human Resource Strategy, Workforce Development, Human Resources Management and Planning, Human Resources, Recruitment, AI Enablement, People Analytics, Talent Recruitment, Human Resource Management, Recruitment Strategies, Legal Risk, Artificial Intelligence, Talent Management, Decision Making

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Java Basics: Selection and Iteration

    Skills you'll gain: Debugging, Java Programming, Java, Programming Principles, Computer Programming, Computational Logic, Computer Science, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    118 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • UX Research and Information Architecture : IBM
  • Shell Scripting with Bash: Basics: Coursera
  • Homeland Security and Cybersecurity Future: University of Colorado System
  • Структуры данных Python: University of Michigan
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • Advanced Microsoft 365 Copilot AI: Build & Use Agents: Knowledge Accelerators
  • Current Gen 3D Game Prop Production: Michigan State University
  • توقع حضور المواعيد الطبية باستخدام Python: Coursera
  • Humanidades digitales: archivos y colecciones: Universidad de los Andes
  • IA generativa: descubre los conceptos fundamentales: Google Cloud

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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