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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

    AI-Driven Brand Management: Learnings from FANG and FMCG

    Skills you'll gain: Marketing Analytics, Digital Marketing, Google Analytics, Brand Awareness, Social Media Marketing, Content Marketing, Digital Advertising, Marketing Effectiveness, Brand Strategy, Email Marketing, Performance Measurement, Brand Management, Brand Marketing, Marketing Channel, Marketing, Marketing Budgets, Search Engine Optimization, AI Enablement, Communication, Generative AI

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    AWS Developer Associate Certification Prep

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Amazon Web Services, Amazon DynamoDB, Containerization, Amazon Elastic Compute Cloud, AWS CloudFormation, Continuous Integration, Amazon S3, Cloud Applications, Data Security, User Accounts, Load Balancing, Amazon CloudWatch, Security Controls, Encryption, DevOps, AWS Kinesis, Virtual Machines, Virtualization and Virtual Machines

    4.7 stars, 10 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (10) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Get started with Mural

    Skills you'll gain: Collaborative Software, Productivity Software, Telecommuting, Virtual Teams, Team Building, Organizational Skills, User Accounts, Brainstorming, Data Visualization, Business Strategy

    3.9 stars, 9 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 3.9 (9) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • W

    Whizlabs

    AWS: Security, Governance, and Compliance

    Skills you'll gain: AWS CloudFormation, Amazon CloudWatch, Cloud Security, Data Security, Amazon Web Services, Infrastructure as Code (IaC), Data Governance, Cyber Governance, Distributed Denial-Of-Service (DDoS) Attacks, Encryption, AI Security, Cloud Management, Key Management, Cryptography, Continuous Monitoring, Firewall, System Monitoring, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AI Model Development & Deployment

    Skills you'll gain: Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, AI Integrations, Tensorflow, Solution Architecture, Model Evaluation, Apache Airflow, Model Optimization, Systems Design, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Leeds

    Create a Professional Online Presence

    Skills you'll gain: Web Presence, Professional Development, Professionalism, digital literacy, Web Content, Relationship Building, Content Management, System Configuration, Information Privacy, General Networking, Planning, Communication Strategies, Action Oriented

    4.3 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (9) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    STARWEAVER

    Foundations of Hotel Budgeting and Forecasting

    Skills you'll gain: Advanced Analytics, Budget Management, Hotel And Restaurant Management, Hospitality Management, Budgeting, Financial Forecasting, Hospitality, Variance Analysis, Forecasting, Hotel Operations, Operating Budget, Corporate Sustainability, Revenue Management, Sustainable Business, Financial Analysis, Performance Analysis, Sustainability Reporting, Analysis, Performance Metric, Strategic Decision-Making

    5 stars, 7 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    IA generativa: explora el panorama

    Skills you'll gain: Google Gemini, Generative AI Agents, Generative Model Architectures, Generative AI, Gemini, Google Cloud Platform, AI Product Strategy, AI Enablement, AI Security, Cloud Infrastructure, Responsible AI, Cloud Platforms, Personally Identifiable Information, Business Solutions, Data Governance

    4.9 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Intro to Python: File Processing and Exception Handling

    Skills you'll gain: File I/O, File Management, File Systems, Python Programming, Data Import/Export, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Software Development

    4.9 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Mining

    Skills you'll gain: Decision Intelligence, Applied Machine Learning

    3.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • C

    Coursera

    Multimodal Intelligence - Vision, Audio & Language in Action

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, API Design, Multimodal Prompts, Data Preprocessing, Data Processing, Solution Architecture, Kubernetes, Apache Airflow, Transfer Learning, PyTorch (Machine Learning Library), Data Pipelines, CI/CD, Model Evaluation, Deep Learning, Natural Language Processing, Computer Vision, Docker (Software), Ethical Standards And Conduct, Restful API

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    Agentic AI Engineering: RAG, MCP & MERN

    Skills you'll gain: Agentic systems, Model Context Protocol, Vector Databases, Gemini, Generative AI Agents, Google Gemini, Retrieval-Augmented Generation, Artificial Intelligence, Generative AI, Embeddings, MongoDB, Node.JS, API Design, TypeScript, PostgreSQL, Web Applications, Systems Architecture, Database Management, Debugging, Machine Learning

    Beginner · Specialization · 1 - 3 Months

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

  • AI-Driven Brand Management: Learnings from FANG and FMCG: Coursera
  • AWS Developer Associate Certification Prep: LearnKartS
  • Get started with Mural: Coursera
  • AWS: Security, Governance, and Compliance: Whizlabs
  • AI Model Development & Deployment: Coursera
  • Create a Professional Online Presence: University of Leeds
  • Foundations of Hotel Budgeting and Forecasting: STARWEAVER
  • IA generativa: explora el panorama: Google Cloud
  • Intro to Python: File Processing and Exception Handling: Logical Operations
  • AI for Mining: AI CERTs

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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