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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
    L

    LearnQuest

    Introduction to Python Scripting for DevOps

    Skills you'll gain: Scripting, Programming Principles, Scripting Languages, Computer Programming, Data Storage, Program Development, Computer Programming Tools, Python Programming, Development Environment, Integrated Development Environments

    4
    Rating, 4 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    MATLAB Skills for the AI Era

    Skills you'll gain: Plot (Graphics), Scripting, User Interface (UI) Design, Matlab, User Interface and User Experience (UI/UX) Design, No-Code Development, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, UI Components, Code Reusability, Mathematical Modeling, Data Visualization, Interactive Design, Scientific Visualization, Data Storytelling, Data Analysis, Engineering Calculations, Programming Principles

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 2

    Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Statistical Methods, Sampling (Statistics), Statistical Inference, Simulations, Mathematical Theory & Analysis, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Cloud Computing Primer: Software as a Service (SaaS)

    Skills you'll gain: Service Level Agreement, Software As A Service, Cloud Deployment, Cloud Services, Cloud Computing, Cloud Solutions, Cloud Applications, Service Level, Business Software, Vendor Contracts, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Collaborative Software, Product Demonstration, Growth Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    85 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northeastern University

    Healthcare Financial Management Fundamentals

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Balance Sheet, Financial Analysis, Financial Accounting, Financial Data, Budget Management, Budgeting, Fiscal Management, Financial Management, Credit Risk, Financial Planning, Health Care Administration, Corporate Finance, Performance Analysis, Loans

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Docs en Español

    Skills you'll gain: Google Docs, Google Workspace, Version Control, Document Management, Collaborative Software, Change Control, Business Solutions, Cloud Storage, Data Sharing, Authorization (Computing)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Statistical Methods, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    RAG and Agentic AI Capstone Project

    Skills you'll gain: Model Context Protocol, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Generative AI Agents, AI Orchestration, Multimodal Prompts, Agentic Workflows, Embeddings, JSON, Tool Calling, Large Language Modeling, Agentic systems, Vector Databases, Unstructured Data, System Testing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    27 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Statistical Methods, Model Training, Data Visualization, Statistical Modeling, Plot (Graphics), Feature Engineering, Model Optimization, Predictive Modeling, Data Analysis, R Programming, Supervised Learning, Correlation Analysis, Probability & Statistics, Verification And Validation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    CompTIA IT Fundamentals+ (FC0-U61)

    Skills you'll gain: Database Software, Hardware Troubleshooting, Networking Hardware, Database Theory, Database Management Systems, Computer Networking, Network Support, Network Protocols, Web Applications, Security Software, Encryption, Security Awareness, Computer Literacy, Computing Platforms, Computer Programming, Endpoint Security, System Software, Authentications, Application Design, Database Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Financial Accounting: Master Core Concepts & Analysis

    Skills you'll gain: Cash Flows, Income Statement, Financial Analysis, Financial Accounting, Equities, Revenue Recognition, Working Capital, Balance Sheet, Generally Accepted Accounting Principles (GAAP), Financial Statement Analysis, Accounting, Tax Management, Corporate Finance, Financial Statements, Corporate Accounting, Specialized Accounting, Case Studies, Financial Acumen, Financial Reporting, Finance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    62 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Security at the Edge

    Skills you'll gain: Continuous Monitoring, Cybersecurity, Security Management, Network Security, Event Monitoring, Security Strategy, Risk Management Framework, Internet Of Things, Cyber Risk, Threat Management, Hardening, Infrastructure Security, Security Engineering, Endpoint Security, Cyber Attacks, Security Controls, Computer Hardware, Communication Systems, Risk Analysis, Network Infrastructure

    4.3
    Rating, 4.3 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Python Scripting for DevOps: LearnQuest
  • MATLAB Skills for the AI Era: MathWorks
  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
  • Cloud Computing Primer: Software as a Service (SaaS): Codio
  • Healthcare Financial Management Fundamentals: Northeastern University
  • Google Docs en Español: Google Cloud
  • Program Structure and Algorithms Part 2: Northeastern University
  • RAG and Agentic AI Capstone Project: IBM
  • Linear Regression with R: Build & Optimize: EDUCBA
  • CompTIA IT Fundamentals+ (FC0-U61): 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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