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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

    Amazon Web Services

    Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation

    Skills you'll gain: API Design, API Gateway, Restful API, Application Programming Interface (API), Amazon Web Services, AI Workflows, Document Management, Prompt Engineering, Large Language Modeling, Generative AI, Cloud Computing, Scalability, Software Development, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Artificial Intelligence, Natural Language Processing, Performance Tuning, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • K

    KodeKloud

    Generative AI Engineering with OpenAI API and AWS Models

    Skills you'll gain: OpenAI API, Amazon Bedrock, OpenAI, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Embeddings, Cyber Governance, Vector Databases, Data Ethics, Natural Language Processing

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Enterprise Integration Architectures

    Skills you'll gain: Generative Model Architectures, Enterprise Architecture, Generative AI, AI Security, Event-Driven Programming, Prompt Engineering, Scalability, Software Architecture, AI Orchestration, Model Deployment, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, API Design, Software Development, Cloud Computing, Machine Learning, Amazon DynamoDB, Natural Language Processing, Amazon Web Services

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Google Cloud Database Engineer

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Database Architecture and Administration, MySQL, Dataflow, PostgreSQL, Identity and Access Management, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Data Maintenance, Database Design, Database Management

    4.7 stars, 49K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (49K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI Literacy for Everyone

    Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering

    4.7 stars, 576 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (576) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors AI Foundations for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    IBM DevOps and Software Engineering

    Skills you'll gain: User Story, Cloud Deployment, CI/CD, Unit Testing, Software Development Life Cycle, Open Web Application Security Project (OWASP), Continuous Integration, OpenShift, Istio, Kubernetes, Linux Commands, Cloud Infrastructure, Test Driven Development (TDD), Devops Tools, Git (Version Control System), DevOps, Grafana, Software Engineering, Data Import/Export, Application Development

    4.6 stars, 66K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (66K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Foundation Model API Integrations

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google

    लेखन और संवाद को निखारने के लिए एआई

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Implement Monitoring Systems

    Skills you'll gain: Dashboard Creation, Anomaly Detection, Generative AI, Vector Databases, Retrieval-Augmented Generation, Performance Tuning, Amazon CloudWatch, System Monitoring, Embeddings, Continuous Monitoring, MLOps (Machine Learning Operations), Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Amazon Web Services, Cloud Computing, Software Development, Machine Learning, Data Pipelines, Natural Language Processing

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • A

    Amazon Web Services

    Gen AI Dev- Implement AI Gov, Compliance, & Transparency

    Skills you'll gain: Generative AI, Generative AI Agents, AWS SageMaker, Data Governance, Compliance Management, Amazon Web Services, AI Workflows, AI Security, Governance, Agentic Workflows, Governance Risk Management and Compliance, Regulatory Compliance, MLOps (Machine Learning Operations), Prompt Engineering, Cloud Computing, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Software Development, Natural Language Processing

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Introduction to Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Entry, Data Manipulation, Expense Management, Budgeting, Inventory Management System, Data Management, Data Visualization, Data Analysis, Business Analysis

    4.9 stars, 545 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (545) · Beginner · Guided Project · Less Than 2 Hours

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

  • Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation: Amazon Web Services
  • Generative AI Engineering with OpenAI API and AWS Models: KodeKloud
  • Gen AI Dev- Enterprise Integration Architectures: Amazon Web Services
  • Google Cloud Database Engineer: Google Cloud
  • AI Literacy for Everyone: University of Michigan
  • Honors AI Foundations for High School Students: Vanderbilt University
  • IBM DevOps and Software Engineering: IBM
  • Gen AI Dev- Foundation Model API Integrations: Amazon Web Services
  • लेखन और संवाद को निखारने के लिए एआई: Google
  • Gen AI Dev- Implement Monitoring Systems: Amazon Web Services

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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