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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


  • P

    Packt

    Designing Microsoft Azure Infrastructure Solutions (AZ-305)

    Skills you'll gain: Data Integration, Microsoft Azure, Authorization (Computing), Azure Active Directory, Event-Driven Programming, Cloud Infrastructure, Authentications, Data Storage Technologies, Cloud Storage, Disaster Recovery, Data Architecture, Cloud Computing Architecture, Database Design, Cloud Security, IT Security Architecture, Role-Based Access Control (RBAC), Application Design, Application Programming Interface (API), Application Deployment, Identity and Access Management

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Application Development, Scripting Languages, Shell Script, Model View Controller, Python Programming, Software Development Methodologies, Data Validation, Record Keeping, Programming Principles, Code Reusability, Problem Solving

    4.9 stars, 49 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (49) · Intermediate · Specialization · 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
  • B

    Board Infinity

    AI Risk and Compliance: Audit and Governance Foundations

    Skills you'll gain: AI Security, Vulnerability Assessments, Governance Risk Management and Compliance, Responsible AI, Compliance Auditing, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Compliance Management, Law, Regulation, and Compliance, Regulatory Documents, AI Integrations, Compliance Reporting, Safety Audits, Threat Modeling, Legal Risk, Safety Assurance, Risk Management Framework, Data Loss Prevention, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Cisco CCNP Security SCOR (Exam 350-701)

    Skills you'll gain: Endpoint Detection and Response, Network Administration, Cryptographic Protocols, IT Security Architecture, Cloud Security, Data Loss Prevention, Cloud Deployment, Cyber Attacks, Security Controls, Infrastructure Security, Computer Security, Encryption, Cloud Computing, Authorization (Computing), Network Planning And Design, Identity and Access Management, System Configuration, Data Security, Authentications, Malware Protection

    4.9 stars, 10 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (10) · Intermediate · Specialization · 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
  • E

    EDUCBA

    Retail Management Strategies: Apply & Analyze

    Skills you'll gain: Retail Management, Case Studies, Competitive Analysis, Market Analysis, Market Intelligence, Business Strategy, Business Management, Performance Analysis, Target Market, Organizational Strategy, Analysis

    5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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

    APIs in Node.js: Write a RESTful API Backend Application

    Skills you'll gain: Node.JS, Restful API, API Design, Server Side, Application Programming Interface (API), Back-End Web Development, Microsoft Visual Studio, Web Applications, Javascript, Application Development, Integrated Development Environments

    4.7 stars, 6 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Boost RAG with Chroma

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LangChain, LLM Application, Large Language Modeling, Embeddings, Vector Databases, AI Orchestration, Model Evaluation

    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

  • Designing Microsoft Azure Infrastructure Solutions (AZ-305): Packt
  • Python Scripting Masterclass: From Basics to Real Projects: EDUCBA
  • Cybersecurity Planning, Management, and Compliance: Microsoft
  • Machine Learning Foundations: Packt
  • AI Risk and Compliance: Audit and Governance Foundations: Board Infinity
  • Cisco CCNP Security SCOR (Exam 350-701): Packt
  • Generative AI in Marketing: Board Infinity
  • Retail Management Strategies: Apply & Analyze: EDUCBA
  • Linux on LinuxONE: IBM
  • The AI Lifecycle with the H2O.ai Platform: H2O.ai

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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