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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


  • A

    Arizona State University

    Professional Skills: Digital Security

    Skills you'll gain: Intrusion Detection and Prevention, Cyber Attacks, Cybersecurity, Data Security, Cyber Security Strategy, Vulnerability Assessments, Security Management, Threat Detection, Information Systems Security, Security Strategy, Security Controls, Network Security, Vulnerability Management, Identity and Access Management, Email Security, Security Awareness, Encryption, Patch Management, Disaster Recovery, Risk Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Build your first Machine Learning Pipeline using Dataiku

    Skills you'll gain: Model Training, Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Machine Learning Software, Data Preprocessing, Data Analysis, Machine Learning, Predictive Analytics

    ★ 4.5 (61) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Pennsylvania

    Social Norms, Social Change I

    Skills you'll gain: Sociology, Social Sciences, Social Impact, Culture, Social Justice, Social Studies, Social Determinants Of Health, Public Policies, Behavioral Economics, Surveys, Program Evaluation, Qualitative Research, Data Collection, Research

    ★ 4.6 (2.1K) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Reporting & Quality Assurance

    Skills you'll gain: Dashboard, Power BI, Management Reporting, Quality Assurance, Data Quality, Performance Reporting, Problem Management, Project Controls, Process Improvement and Optimization, Stakeholder Analysis, Process Analysis, Data Validation, Issue Tracking, Quality Assurance and Control, Process Optimization, Process Improvement, Project Management, Root Cause Analysis, Data Analysis, Business Operations

    Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    Build Production AI Agents with RAG & MCP

    Skills you'll gain: Model Context Protocol, Gemini, Node.JS, Google Gemini, AI Workflows, Generative AI Agents, OpenAI API, Prompt Engineering, Agentic Workflows, Retrieval-Augmented Generation, Embeddings, OpenAI, TypeScript, Back-End Web Development, Server Side, Web Applications, API Design, Web Development, Javascript, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI in Supply Chain Forecasting and Risk Management

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Demand Planning, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Risk Mitigation, Risk Analysis, AI Integrations, Business Risk Management, Automation, Decision Intelligence, Risk Management, Business Process Automation

    ★ 4.2 (18) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    مجموعة أدوات عالم البيانات

    Skills you'll gain: Data Transformation, Data Analysis Software, Data Science, Data Analysis, R (Software), R Programming, Software Installation, Package and Software Management, Version Control

    ★ 4.7 (107) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Solution Architecture and Ethical AI Design

    Skills you'll gain: Responsible AI, AI Integrations, Software Documentation, Generative Model Architectures, Technical Documentation, Artificial Intelligence and Machine Learning (AI/ML), Enterprise Architecture, Solution Architecture, Data Ethics, AI Orchestration, Solution Design, Model Evaluation, Machine Learning, Systems Architecture, Computer Science, Scalability, Image Quality, Natural Language Processing, Algorithms, Data Science

    Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    IAPP CIPP/US Privacy Professional Certification Prep

    Skills you'll gain: Personally Identifiable Information, Data Governance, Law, Regulation, and Compliance, Information Privacy, Data Management, General Data Protection Regulation (GDPR), Data Security, Labor Compliance, Legal Risk, Compliance Management, Regulation and Legal Compliance, Risk Management Framework, Information Management, Risk Management, Data Ethics, Regulatory Compliance, Court Systems, Incident Response, Legal Strategy, Cybersecurity

    Beginner · Specialization · 1 - 3 Months

  • J

    John Wiley & Sons

    Database Deployment and Maintenance Essentials

    Skills you'll gain: Database Administration, Database Architecture and Administration, Database Systems, Database Management, Database Management Systems, Databases, Operational Databases, Data Maintenance, Database Design, Data Management, Data Integrity, Data Security, SQL, Data Validation, System Monitoring, Security Controls, Performance Tuning, Query Languages, Disaster Recovery, Data Science

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Laboratory Reports, Molecular Biology, Research Reports, Molecular, Cellular, and Microbiology, Biology, R (Software), Correlation Analysis, Informatics, Data Visualization Software, Biotechnology, Scientific Visualization, Network Model, Data Analysis Software, Data Synthesis, Life Sciences, Data Analysis, Microbiology, Analysis

    ★ 4.7 (2.1K) · Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    ★ 4.4 (799) · Beginner · Specialization · 3 - 6 Months

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

  • Professional Skills: Digital Security: Arizona State University
  • Build your first Machine Learning Pipeline using Dataiku : Coursera
  • Social Norms, Social Change I: University of Pennsylvania
  • Reporting & Quality Assurance: Coursera
  • Build Production AI Agents with RAG & MCP: LearnKartS
  • AI in Supply Chain Forecasting and Risk Management: Coursera
  • مجموعة أدوات عالم البيانات: Johns Hopkins University
  • Solution Architecture and Ethical AI Design: Coursera
  • IAPP CIPP/US Privacy Professional Certification Prep: John Wiley & Sons
  • Database Deployment and Maintenance Essentials: John Wiley & Sons

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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