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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


  • C

    Coursera

    Fundamental Rights Impact Assessment for GenAI Projects

    Skills you'll gain: Responsible AI, AI literacy, AI Security, Generative AI, Regulatory Requirements, Data Ethics, Information Privacy, Law, Regulation, and Compliance, Regulatory Compliance, Regulation and Legal Compliance, Risk Analysis, Case Studies, Data Governance, Risk Mitigation, Risk Management, Mitigation

    4.7 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Essential Cloud Infrastructure: Core Services em Português Brasileiro

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Platforms, Cloud Management, Key Management, Security Controls, Role-Based Access Control (RBAC), Data Storage Technologies, Authorization (Computing), Cloud Storage, Capacity Management, Security Management, System Monitoring, Event Monitoring

    4.7 stars, 148 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (148) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Cybersecurity Planning, Management, and Compliance

    Skills you'll gain: Cloud Security, Record Keeping, Cyber Security Policies, Security Management, Data Management, Cloud Management, Records Management, Cloud Computing Architecture, Cloud Standards, IT Security Architecture, Data Security, General Data Protection Regulation (GDPR), Data Governance, Personally Identifiable Information, Information Privacy, Threat Detection, Microsoft Azure, Security Controls, Threat Management

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Model Training, Machine Learning Methods, Dimensionality Reduction, Data Preprocessing, Statistical Machine Learning, Python Programming, Model Optimization, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Blockchain and Cryptography Overview

    Skills you'll gain: Blockchain, Cryptography, Cybersecurity, Network Security, Cryptographic Protocols, Data Security, Public Key Cryptography Standards (PKCS), Cyber Risk, Data Integrity, Transaction Processing

    5 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Frontend Development and Deployment

    Skills you'll gain: Application Deployment, React Redux, Full-Stack Web Development, React.js, Authentications, Node.JS, Web Applications, Front-End Web Development, UI Components, User Accounts, User Interface (UI), GitHub, Dashboard Creation

    4.3 stars, 10 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.3 (10) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EC-Council

    Ethical Hacking Essentials: Hands-On Edition

    Skills you'll gain: Penetration Testing, Cybersecurity, Threat Management, Cloud Security, Mobile Security, Vulnerability Assessments, Network Security, Cyber Security Assessment, Application Security, Threat Detection, Security Testing, Cyber Attacks, Brute-force attacks, MITRE ATT&CK Framework, Encryption, Vulnerability Scanning, Cloud Computing, Exploitation techniques, Web Applications, Wireless Networks

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Generative AI in Marketing

    Skills you'll gain: Personalized Campaigns, Prompt Engineering Tools, Marketing Analytics, Email Automation, Data-Driven Marketing, Strategic Marketing, Pay Per Click Advertising, Performance marketing, Responsible AI, Analytics, Advertising Campaigns, A/B Testing, Advertising, AI Workflows

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Peking University

    操作系统与虚拟化安全

    Skills you'll gain: Application Security, IT Security Architecture, Computer Security, Operating System Administration, Information Systems Security, Security Engineering, Database Application, Operating Systems, Security Requirements Analysis, Linux, Security Controls, Continuous Monitoring, Linux Administration, Program Development, Virtualization, Virtual Machines, Virtualization and Virtual Machines, Systems Development, Data Integrity

    3.7 stars, 13 reviews, Intermediate, Course, 3 - 6 Months

    ★ 3.7 (13) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • I

    IBM

    Linux on LinuxONE

    Skills you'll gain: Linux Administration, Virtualization and Virtual Machines, Linux, Performance Tuning, Linux Servers, Virtualization, IBM Cloud, Data Storage, Data Storage Technologies, Hybrid Cloud Computing, Hardening, AI Enablement, Security Controls, Mainframe Computing, Hardware Architecture, Infrastructure Architecture, Virtual Networking, Mainframe Technologies, Networking Hardware, Artificial Intelligence and Machine Learning (AI/ML)

    4.6 stars, 34 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (34) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • H

    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Fundamental Rights Impact Assessment for GenAI Projects: Coursera
  • Essential Cloud Infrastructure: Core Services em Português Brasileiro: Google Cloud
  • Cybersecurity Planning, Management, and Compliance: Microsoft
  • Machine Learning Foundations: Packt
  • Blockchain and Cryptography Overview: SkillUp
  • Advanced Frontend Development and Deployment: Packt
  • Ethical Hacking Essentials: Hands-On Edition: EC-Council
  • Generative AI in Marketing: Board Infinity
  • 操作系统与虚拟化安全: Peking University
  • Linux on LinuxONE: IBM

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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