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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


  • G

    Google Cloud

    Google Cloud Digital Leader Training 日本語版

    Skills you'll gain: Digital Transformation, Cloud Security, Serverless Computing, Containerization, Data Governance, Cloud Management, Artificial Intelligence and Machine Learning (AI/ML), Cloud Solutions, Google Cloud Platform, Encryption, Cloud Technologies, Cloud Deployment, Google App Engine, Business Transformation, Cloud Platforms, Real Time Data, Looker (Software), Cloud Infrastructure, Artificial Intelligence, Cloud Computing

    4.6 stars, 33 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (33) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)

    Skills you'll gain: Care Coordination, Care Management, Value-Based Care, Patient-centered Care, Health Informatics, Case Management, Health Technology, Health Care, Patient Communication, Health Systems, Patient Education and Support, Health Information Management, Patient Advocacy, Community Health, Data Sharing, Decision Support Systems, Community and Social Work, Case Studies

    4.7 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (30) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Technical Management, AI Product Strategy, Technology Strategies, Artificial Intelligence, AI literacy, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulation and Legal Compliance, AI Integrations, Decision Making, Generative AI, Case Studies, Mitigation

    4.5 stars, 25 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Java for Beginners: Loops & Arrays

    Skills you'll gain: Java, Application Development, Java Programming, Software Engineering, Microsoft Visual Studio, Data Structures, Programming Principles, Algorithms

    4.4 stars, 10 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Improve Accuracy with ML Ensemble Methods

    Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Analytics, Law, and Athlete Representation

    Skills you'll gain: Performance Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making, Data Analysis, Regulation and Legal Compliance, Analytics, Labor Law, Data Management, Contract Management, Decision Making, Contract Negotiation, Negotiation, Relationship Building, Ethical Standards And Conduct, Business Ethics, Operations Management

    5 stars, 8 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Crea canalizaciones de datos de transmisión en Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Real Time Data, Google Cloud Platform, Extract, Transform, Load, Data Integration, Data Processing, Data Architecture, Analysis, Analytics, Data Transformation

    4.8 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (36) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building and Optimizing AI Agent Workflows

    Skills you'll gain: Feature Engineering, Agentic Workflows, AI Orchestration, Generative AI Agents, Model Optimization, Model Training, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Code Reusability, Fine-tuning, System Design and Implementation, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: Data Validation, Data Modeling

    4.6 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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
  • A

    Automatic Data Processing, Inc. (ADP)

    Analyzing Job Needs and Creating Job Postings

    Skills you'll gain: Talent Recruitment, Recruitment, Job Analysis, Consultative Approaches, Market Research, Recruitment Strategies, Talent Acquisition, Market Intelligence, Marketing Collateral, Compensation Management, Needs Assessment, Competitive Analysis, Branding, Advertising, Competitive Intelligence, Labor Compliance, Digital Brand Strategy

    Beginner · Course · 1 - 4 Weeks

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

  • Google Cloud Digital Leader Training 日本語版: Google Cloud
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective): Columbia University
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Java for Beginners: Loops & Arrays: Coursera
  • Improve Accuracy with ML Ensemble Methods: Coursera
  • Analytics, Law, and Athlete Representation: The State University of New York
  • Crea canalizaciones de datos de transmisión en Google Cloud: Google Cloud
  • Building and Optimizing AI Agent Workflows: Coursera
  • Recommendation Engine - Basics: EDUCBA
  • Designing Microsoft Azure Infrastructure Solutions (AZ-305): 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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