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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


  • D

    DeepLearning.AI

    Réseaux neuronaux convolutifs

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Tensorflow, Dimensionality Reduction, Model Training, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Whizlabs

    Azure ML: Explore & Configure the Machine Learning Workspace

    Skills you'll gain: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Processing, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data Store, Apache Spark, Azure Synapse Analytics, Model Training, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Development Environment

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Basics of Air Conditioning & Heat Load Calculation

    Skills you'll gain: HVAC, Building Services Engineering, Thermal Management, Mechanical Engineering, Engineering, System Requirements, Engineering Calculations, Energy and Utilities, Estimation, Environmental Issue

    4.3 stars, 61 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (61) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    A Clinician's Guide: Soft Skills for Better Patient Outcomes

    Skills you'll gain: Patient Communication, Patient Education and Support, Constructive Feedback, Resilience, Emotional Intelligence, Compassion, Patient Education And Counseling, Patient-centered Care, Empathy, Employee Engagement, Telehealth, Interpersonal Communications, Self-Awareness, Active Listening, Communication, Data Analysis, Cultural Sensitivity, Quality Improvement, Leadership and Management, Continuous Improvement Process

    4.3 stars, 10 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (10) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Compliance Officers: Streamline Regulatory Reports

    Skills you'll gain: Compliance Reporting, Prompt Engineering, Google Gemini, AI Workflows, Compliance Management, Microsoft Copilot, Generative AI, Regulatory Compliance, Prompt Engineering Tools, Report Writing, Compliance Auditing, Workflow Management, Business Reporting, AI Integrations, Governance Risk Management and Compliance, Business Process Automation, Data Validation, Operational Efficiency, Process Analysis, Automation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universidad Austral

    NLP System Architecture and Dev-Ops

    Skills you'll gain: Natural Language Processing, MLOps (Machine Learning Operations), Application Lifecycle Management, Systems Architecture, Application Development, Algorithms, Software Architecture, Model Evaluation, Machine Learning Algorithms, Software Development Life Cycle, Model Deployment

    3.2 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.2 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • Y

    Yale University

    Digital Media for Health Outcomes, English

    Skills you'll gain: Health Promotion, Media and Communications, Program Evaluation, Digital Analysis, Surveys, Digital Communications, Persuasive Communication, Behavioral Economics

    4.8 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Cloud Management, DevOps, Model Training, Application Lifecycle Management, AI Workflows, Applied Machine Learning, Cloud Deployment, Automation, Cloud Platforms

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Learn Microsoft Fabric

    Skills you'll gain: Data Lakes, Real Time Data, Microsoft Azure, Microsoft Power Platform, Security Strategy, Data Infrastructure, Microsoft Copilot, Data Warehousing, Data Architecture, Security Management, Apache Spark, Power BI, Data Integration, Data Governance, Database Development, Security Controls, Data Analysis, Data Modeling, Data Science, Data Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of California, Irvine

    Best Practices for iOS User Interface Design

    Skills you'll gain: iOS Development, Apple iOS, User Interface (UI), Model View Controller, Core Data (Software), User Interface (UI) Design, UI Components, User Interface and User Experience (UI/UX) Design, Responsive Web Design, Mobile Development, Human Computer Interaction, Software Design, Geospatial Mapping, Animations, Application Development, Data Persistence

    4.5 stars, 189 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (189) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Desarrollo de Videojuegos 3D en Unity: Una Introducción

    Skills you'll gain: Game Design, Animation and Game Design, Animations, Video Game Development, Unity Engine, 3D Assets, Agile Methodology, Interaction Design, Software Documentation, Agile Software Development, Virtual Environment, Visualization (Computer Graphics), Software Development Methodologies, Agile Product Development, Prototyping, Computer Graphics

    4.2 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (33) · Beginner · Course · 1 - 3 Months

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

  • Réseaux neuronaux convolutifs: DeepLearning.AI
  • Azure ML: Explore & Configure the Machine Learning Workspace: Whizlabs
  • Basics of Air Conditioning & Heat Load Calculation: L&T EduTech
  • A Clinician's Guide: Soft Skills for Better Patient Outcomes: Coursera
  • GenAI for Compliance Officers: Streamline Regulatory Reports: Coursera
  • NLP System Architecture and Dev-Ops: Universidad Austral
  • Digital Media for Health Outcomes, English: Yale University
  • 머신 러닝: 회귀 모델: University of Washington
  • Machine Learning Operations (MLOps): Getting Started - Français: Google Cloud
  • Learn Microsoft Fabric: 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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