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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


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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Cleansing, Model Optimization

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Apply Natural Language Processing Techniques in Python

    Skills you'll gain: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    Scalable Microservices for Developers

    Skills you'll gain: Microservices, Spring Boot, API Testing, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Object Oriented Design, Application Programming Interface (API), Systems Architecture, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Data Persistence, Scalability, Service Oriented Architecture, Web Applications

    4.3
    Rating, 4.3 out of 5 stars
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    66 reviews

    Intermediate · Specialization · 1 - 3 Months

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    KodeKloud

    ML Model Development and Tracking: Hands-on Guide

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Model Optimization, Test Data, Model Evaluation, Data Synthesis, Development Environment, Claims Processing, Application Deployment, Record Keeping, Computer Hardware

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    IoT Communications

    Skills you'll gain: Internet Of Things, Telecommunications, Communication Systems, Distributed Computing, Wireless Networks, Digital Communications, General Networking, Local Area Networks, Network Model, Network Routing, Routing Protocols, Network Protocols, Global Positioning Systems

    4.7
    Rating, 4.7 out of 5 stars
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    72 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Business Process Modeling, Analysis, and Improvement

    Skills you'll gain: Process Mapping, Business Process Modeling, Process Analysis, Business Process Improvement, Process Design, Business Process Management, Process Improvement, Lean Methodologies, Systems Thinking, Lean Six Sigma, Change Management, Quality Improvement, Process Flow Diagrams, Six Sigma Methodology, Stakeholder Analysis, Agile Methodology, Matrix Management, Dataflow, Prioritization, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Maryland, College Park

    AI in Digital Marketing

    Skills you'll gain: Data-Driven Marketing, AI Personalization, Data Ethics, Digital Marketing, Marketing Strategies, Customer Engagement, Marketing Analytics, AI Enablement, Content Marketing, Generative AI, Social Media Marketing, Responsible AI, Artificial Intelligence, Digital Transformation, Social Media, Social Media Analytics, Customer Insights, Brand Strategy, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    AutoML: Build ML Models without Code

    Skills you'll gain: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Model Training, Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Cloud Platforms, Data Science

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    C

    Coursera

    Business Strategy: Business Model Canvas Analysis with Miro

    Skills you'll gain: New Product Development, Value Propositions, Business Modeling, Product Development, Business Analysis, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Business Strategies, Innovation, Entrepreneurship

    4.5
    Rating, 4.5 out of 5 stars
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    147 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Google Cloud

    Gemini for end-to-end SDLC

    Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Systems Development Life Cycle, Google Cloud Platform, Development Testing, AI Integrations, Application Development, Test Case, Query Languages, Debugging

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Measure a Marketing Strategy using Facebook Insights

    Skills you'll gain: Facebook, Corporate Communications, Customer Insights, Social Media Marketing, Social Media Analytics, Communication Planning, Marketing Effectiveness, Marketing Analytics, Data-Driven Marketing, Social Media, Content Performance Analysis, Marketing Strategies, Marketing, Web Presence, Target Audience, Research

    4.7
    Rating, 4.7 out of 5 stars
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    49 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Fundação Lemann

    Explorando os recursos educacionais da Khan Academy

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Digital pedagogy, AI Personalization, End User Training and Support, Data Analysis Software, Computing Platforms, Innovation, Continuous Monitoring

    4.8
    Rating, 4.8 out of 5 stars
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    96 reviews

    Mixed · Course · 1 - 3 Months

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

  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Apply Natural Language Processing Techniques in Python: EDUCBA
  • Scalable Microservices for Developers: Vanderbilt University
  • ML Model Development and Tracking: Hands-on Guide: KodeKloud
  • IoT Communications: University of Illinois Urbana-Champaign
  • Business Process Modeling, Analysis, and Improvement: SkillUp
  • AI in Digital Marketing: University of Maryland, College Park
  • AutoML: Build ML Models without Code: Edureka
  • Business Strategy: Business Model Canvas Analysis with Miro: Coursera
  • Gemini for end-to-end SDLC: Google Cloud

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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