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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


  • I

    Interactive Brokers

    Business and Consumer Activity and Confidence (US)

    Skills you'll gain: Market Data, Business Metrics, Financial Trading, Market Dynamics, Business Economics, Market Trend, Market Intelligence, Consumer Behaviour, Economics, Financial Market, Investments, Trend Analysis, Financial Data, Forecasting, Manufacturing Operations

    ★ 5 (7) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency

    Skills you'll gain: Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Model Evaluation

    ★ 4.7 (13) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud SQL for PostgreSQL: Qwik Start

    Skills you'll gain: Database Administration, PostgreSQL, Database Management, Operational Databases, SQL, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Understanding Cisco Cybersecurity Operations Fundamentals

    Skills you'll gain: Cyber Threat Hunting, Incident Response, Computer Security Incident Management, Cybersecurity, Network Security, Cyber Security Policies, Cyber Operations, Cyber Attacks, Cyber Security Strategy, Threat Detection, Security Controls, Cyber Security Assessment, Threat Management, Intrusion Detection and Prevention, Computer Security, Firewall, Security Information and Event Management (SIEM), Continuous Monitoring, Event Monitoring, Endpoint Security

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Launch a Website to Azure with Azure App Service

    Skills you'll gain: Cloud Development, Microsoft Azure, Cloud Applications, Cloud Deployment, Cloud Hosting, Continuous Deployment, Application Deployment, Microsoft Development Tools, ASP.NET, Platform As A Service (PaaS), Development Environment, Containerization, Docker (Software), Web Applications, Microsoft Visual Studio, Integrated Development Environments, Scalability

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Practical Windows PowerShell Scripting: Unit 3

    Skills you'll gain: Active Directory, Windows PowerShell, Windows Servers, User Accounts, Microsoft Servers, Scripting, Scripting Languages, Remote Access Systems, Servers, Systems Administration, User Interface (UI), UI Components, Server Administration, Hypertext Markup Language (HTML), Data Import/Export

    ★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Leadership for Cancer Informatics Research

    Skills you'll gain: Health Equity, Team Management, Record Keeping, Medical Science and Research, Collaborative Software, Technical Management, Informatics, Healthcare Project Management, Health Informatics, Devops Tools, Clinical Research, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Clinical Trials, GitHub, Version Control, Git (Version Control System), Docker (Software)

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Communicate UX Research with Empathy Maps in Miro

    Skills you'll gain: UI/UX Research, User Research, User Experience Design, Design Thinking, User Experience

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Forecast Financials with Monte Carlo Mastery

    Skills you'll gain: Financial Forecasting, Financial Modeling, Risk Analysis, Risk Modeling, Forecasting, Financial Data, Cash Flow Forecasting, Simulation and Simulation Software, Microsoft Excel, Financial Analysis, Trend Analysis, Probability Distribution, Risk Management, Time Series Analysis and Forecasting, Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • P

    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 9

    Skills you'll gain: Remote Access Systems, Desktop Support, Technical Support, Help Desk Support, Data Ethics, System Support, End User Training and Support, Telecommuting, Information Technology, Collaborative Software, Issue Tracking, Information Privacy, Data Security, Artificial Intelligence, Generative AI

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Entity and Sentiment Analysis with the Natural Language API

    Skills you'll gain: Natural Language Processing, Text Mining, Google Cloud Platform, Cloud API, Unstructured Data, Network Analysis, Analysis

    ★ 4.3 (7) · Beginner · Project · Less Than 2 Hours

  • U

    University of Virginia

    Coding with AI for MBAs

    Skills you'll gain: Model View Controller, Design and Product, Debugging, Integrated Development Environments, Software Design, User Interface (UI), Responsive Web Design, HTML and CSS, Data Modeling, Data Store, Database Development, User Interface (UI) Design, Database Design, Web Design and Development, Software Development Tools, NoSQL, Database Architecture and Administration, OpenAI API, Vibe coding, Programming Principles

    Beginner · Specialization · 1 - 3 Months

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

  • Business and Consumer Activity and Confidence (US): Interactive Brokers
  • Responsible AI for Developers: Interpretability & Transparency: Google Cloud
  • Cloud SQL for PostgreSQL: Qwik Start: Google Cloud
  • Understanding Cisco Cybersecurity Operations Fundamentals: Board Infinity
  • Launch a Website to Azure with Azure App Service: Microsoft
  • Practical Windows PowerShell Scripting: Unit 3: Pearson
  • Leadership for Cancer Informatics Research: Johns Hopkins University
  • Communicate UX Research with Empathy Maps in Miro: Coursera
  • Forecast Financials with Monte Carlo Mastery: Coursera
  • Cisco Certified Support Technician IT Support 100-140 Unit 9: Pearson

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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