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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


  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply R Techniques for Telecom Customer Churn Prediction

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Model Optimization, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Principios esenciales de diseño en Tableau

    Skills you'll gain: Data Visualization Software, Tableau Software, Exploratory Data Analysis, Data Presentation, Data Ethics, Graphic and Visual Design, Design, Design Elements And Principles, Color Theory, Design Strategies, Aesthetics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Internet of Things Capstone: Build a Mobile Surveillance System

    Skills you'll gain: Embedded Software, Internet Of Things, Unit Testing, Software Design, System Testing, Software Design Documents, Software Development, Technical Communication, Software Documentation, Mobile Development Tools, Technical Design, Systems Design, System Design and Implementation, Ideation, Embedded Systems, Innovation, Communication Systems, System Implementation, Systems Integration

    3.7
    Rating, 3.7 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: 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

  • Status: Preview
    Preview
    M

    Macquarie University

    Generative AI for Educators: AI Literacy & Prompting Skills

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Education Software and Technology, Artificial Intelligence, AI Personalization, Education and Training, Educational Materials, AI Integrations, Digital pedagogy, Teaching, Model Evaluation, Critical Thinking, Data Ethics, Instructional and Curriculum Design, Technology Strategies, Information Technology, Higher Education, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build an AI Travel Agent App with OpenAI

    Skills you'll gain: Back-End Web Development, Front-End Web Development, OpenAI API, Server Side, Full-Stack Web Development, Application Development, HTML and CSS, Generative AI, User Interface (UI) Design, Application Programming Interface (API), User Interface and User Experience (UI/UX) Design, Figma (Design Software), Cascading Style Sheets (CSS), AI Personalization, AI Integrations, Real Time Data

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    F

    Fundação Instituto de Administração

    Gestão da Cadeia de Suprimentos

    Skills you'll gain: Supply Chain Management, Supply Chain Systems, Supply Chain, Supply Chain Planning, Logistics, Logistics Management, Operations Management, Order Fulfillment, Production Management, Business Technologies, Customer Demand Planning, Demand Planning, Production Process, Personalized Service, Production Planning, Data-Driven Decision-Making, Automation, Digital Transformation, Internet Of Things, Machine Learning

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Product and Service Development: Empathy Mapping with Miro

    Skills you'll gain: Customer Analysis, New Product Development, Persona Development, Customer Insights, Product Strategy, Product Development, Design Thinking, Business Planning, Business Strategy, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Mastering Google Antigravity: From Setup to Real Projects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Vibe coding, Generative AI Agents, AI Workflows, Code Review, AI Personalization, Google Workspace, Software Development Tools, Software Development, Responsible AI, Application Deployment, Generative AI, Software Engineering, Artificial Intelligence, Design Software, Front-End Web Development, React.js, Web Development, Javascript

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Competencias en Telesalud para el profesional de la salud

    Skills you'll gain: Telehealth, Patient Communication, Health Technology, Patient Education And Counseling, Patient Education and Support, Medical Privacy, Care Coordination, Patient-centered Care, Telecommunications, Health Informatics, Patient Safety, Digital pedagogy, Chronic Diseases, Data Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Process Documents with Python Using the Document AI API

    Skills you'll gain: Email Automation, Google Cloud Platform, Unstructured Data, Cloud API, Jupyter, AI Integrations, Document Management, Real Time Data, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free
    Free
    J

    Johns Hopkins University

    Datos para Avanzar en la Salud Poblacional

    Skills you'll gain: Health Policy, Health Equity, Health Disparities, Data Quality, Public Health, Data Literacy, Health Informatics, Health Assessment, Data-Driven Decision-Making, Data Analysis, Data Management, Data Collection, Data Storytelling, Data Presentation, Policy Development, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    128 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Apply R Techniques for Telecom Customer Churn Prediction: EDUCBA
  • Principios esenciales de diseño en Tableau: Universidad Austral
  • Internet of Things Capstone: Build a Mobile Surveillance System: University of California San Diego
  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Generative AI for Educators: AI Literacy & Prompting Skills: Macquarie University
  • Build an AI Travel Agent App with OpenAI: Scrimba
  • Gestão da Cadeia de Suprimentos: Fundação Instituto de Administração
  • Product and Service Development: Empathy Mapping with Miro: Coursera
  • Mastering Google Antigravity: From Setup to Real Projects: SkillsBooster Academy
  • Competencias en Telesalud para el profesional de la salud: Tecnológico de Monterrey

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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