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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

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Unsupervised Learning, Natural Language Processing, Classification Algorithms, Development Environment, Scalability

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Spring Boot with Embedded Database

    Skills you'll gain: Spring Boot, Database Design, Object-Relational Mapping, Application Frameworks, Spring Framework, Data Modeling, Database Development, Database Software, Data Mapping, Application Development, Database Architecture and Administration, Requirements Analysis, Data Persistence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Building deterministic MCP Agents

    Skills you'll gain: Model Context Protocol, Claude Code, Kaizen Methodology, Code Coverage, Verification And Validation, Testability, Quality Assurance, Agentic systems, Software Quality (SQA/SQC), Test Automation, Development Testing, Maintainability, Software Testing, Generative AI Agents, Agentic Workflows, Artificial Intelligence, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World Cloud PM 1 of 3: Cloud Business and Technology

    Skills you'll gain: Cloud Computing, Amazon Web Services, Cloud Services, Amazon S3, Cloud Infrastructure, Cloud Computing Architecture, Cloud Platforms, Public Cloud, Cloud Storage, Software As A Service, Data Storage, Product Management, Scalability, Business

    4.5
    Rating, 4.5 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Measuring and Modeling Impact in Evaluations

    Skills you'll gain: Program Evaluation, Nutritional Assessment, Maternal Health, Nutrition and Diet, Child Health, Data Collection, Epidemiology, Public Health and Disease Prevention, Mathematical Modeling, Predictive Modeling, Childbirth, Statistical Modeling, Demography

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidades Anáhuac

    Marketing Digital: Desde SEO hasta Analítica de Datos

    Skills you'll gain: Search Engine Marketing, Digital Marketing, Search Engine Optimization, Digital Marketing Campaigns, Marketing Strategies, Email Marketing, Web Analytics and SEO, Marketing Strategy and Techniques, Digital Analysis, Online Advertising, Social Media Marketing, Keyword Research, Data-Driven Marketing, Digital Transformation, Content Performance Analysis, Social Media Strategy, Strategic Marketing, Customer Analysis, Marketing Communications, Customer Insights

    4.4
    Rating, 4.4 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Virginia

    Gestão de produtos digitais: Princípios básicos modernos

    Skills you'll gain: Product Management, New Product Development, Stakeholder Engagement, Stakeholder Communications, Product Development, Product Improvement, Innovation, Sustainable Business, Stakeholder Management, Ideation, Analysis, Customer Insights, Customer Analysis, Product Testing, Customer Engagement, Communication, Business Modeling, Leadership and Management, Data-Driven Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    The Manager-of-Managers Playbook

    Skills you'll gain: Cross-Functional Team Leadership, Executive Presence, Matrix Management, Team Performance Management, Cross-Functional Collaboration, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Crisis Management, Team Building, Project Management, Leadership, Employee Coaching, Influencing, Leadership Development, Team Management, Stakeholder Management, Organizational Development, Strategic Communication, Change Management

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Leeds

    Aeroecology: Exploring Biodiversity with Radar

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environment, Environment and Resource Management, Taxonomy, Natural Resource Management, Geospatial Information and Technology, Environmental Science, Spatial Data Analysis, electromagnetics, Estimation, Research, Scientific Visualization, General Science and Research, Science and Research, Data Literacy, Exploratory Data Analysis, Data Collection, Biology, Data Visualization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    Logical Operations

    CCNA: Networking Basics, Switching, Addressing, and Routing

    Skills you'll gain: Routing Protocols, Network Routing, Virtual Local Area Network (VLAN), TCP/IP, Network Administration, Network Switches, General Networking, Network Architecture, OSI Models, Network Routers, Network Planning And Design, Network Engineering, Local Area Networks, Networking Hardware, Computer Networking, Network Infrastructure, Network Model, Network Protocols, Command-Line Interface

    3.9
    Rating, 3.9 out of 5 stars
    ·
    17 reviews

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data collection courses

  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Spring Boot with Embedded Database: Coursera
  • Building deterministic MCP Agents: Pragmatic AI Labs
  • Real-World Cloud PM 1 of 3: Cloud Business and Technology: Advancing Women in Tech
  • Measuring and Modeling Impact in Evaluations: Johns Hopkins University
  • Marketing Digital: Desde SEO hasta Analítica de Datos: Universidades Anáhuac
  • Gestão de produtos digitais: Princípios básicos modernos: University of Virginia
  • Approximation Algorithms Part II: École normale supérieure
  • The Manager-of-Managers Playbook: Coursera

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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