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    • Data Collection

    Data Collection Courses Online

    Explore data collection methods for research and analysis. Learn to design surveys, conduct interviews, and gather accurate data.

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    Explore the Data Collection Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Data Warehouse Concepts, Design, and Data Integration

      Skills you'll gain: Data Warehousing, Data Integration, Data Modeling, Extract, Transform, Load, Database Design, Data Architecture, Pivot Tables And Charts, Snowflake Schema, Business Intelligence, Star Schema, Relational Databases, SQL, Data Manipulation, Data Transformation, Data Quality

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.1K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      E

      Eindhoven University of Technology

      Process Mining: Data science in Action

      Skills you'll gain: Process Analysis, Data Mining, Business Process, Data Analysis, Process Mapping, Business Process Modeling, Data Processing, Operational Analysis, Process Improvement, Data Validation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Back-End Developer

      Skills you'll gain: Full-Stack Web Development, Database Design, Version Control, Unix Commands, Restful API, Django (Web Framework), Relational Databases, Git (Version Control System), SQL, HTML and CSS, API Design, GitHub, Database Management, Application Programming Interface (API), MySQL, Data Structures, Object Oriented Programming (OOP), Computer Programming, Python Programming, Cloud Hosting

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.4K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Convolutional Neural Networks

      Skills you'll gain: Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Data Processing, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      43K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Mining Foundations and Practice

      Skills you'll gain: Data Mining, Data Pipelines, Data Warehousing, Unsupervised Learning, Data Modeling, Data Processing, Anomaly Detection, Data Cleansing, Text Mining, Exploratory Data Analysis, Supervised Learning, Data Presentation, Data Transformation, Statistical Modeling, Data Manipulation, Data Quality, Statistical Machine Learning, Classification And Regression Tree (CART), Data Analysis, Analytical Skills

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      145 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Analyze Data to Answer Questions

      Skills you'll gain: Data Validation, SQL, Spreadsheet Software, Data Analysis, Excel Formulas, Query Languages, Data Manipulation, Data Integration, Pivot Tables And Charts, Data Cleansing, Data Transformation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      AI Agents in Java with Generative AI

      Skills you'll gain: Prompt Engineering, Generative AI Agents, ChatGPT, Agentic systems, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Java Programming, Java, Software Design, Dependency Analysis, Software Architecture, Application Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.3K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      ChatGPT + Zapier: AI-Powered Email Mastery

      Skills you'll gain: Prompt Engineering, ChatGPT, Workflow Management, Business Process Automation, Generative AI, Gmail, Automation, Spreadsheet Software, Productivity Software, Microsoft Excel, Process Optimization, Microsoft Outlook, Email Marketing, Artificial Intelligence, AI Personalization, Large Language Modeling, Operational Efficiency, Data Mapping, Data Entry, Organizational Skills

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Android Developer

      Skills you'll gain: Android Studio, React Native, Version Control, Responsive Web Design, Test Driven Development (TDD), Unix Commands, User Interface and User Experience (UI/UX) Design, User Research, Restful API, UI/UX Research, Git (Version Control System), Usability Testing, React.js, User Experience Design, GitHub, Jest (JavaScript Testing Framework), Data Structures, Android Development, Kotlin, Javascript

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      8.7K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Warehouse Fundamentals

      Skills you'll gain: Data Warehousing, IBM DB2, Star Schema, Snowflake Schema, Data Modeling, Database Design, Data Architecture, Data Mart, Data Quality, Data Lakes, Data Integration, Data Storage, Database Architecture and Administration, Data Storage Technologies, SQL, Query Languages

      4.5
      Rating, 4.5 out of 5 stars
      ·
      234 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python 3 Programming

      Skills you'll gain: Unified Modeling Language, JSON, Restful API, Programming Principles, Data Processing, Object Oriented Programming (OOP), Web Services, Application Programming Interface (API), Image Analysis, Computer Programming, Data Structures, Software Engineering, Python Programming, Data Import/Export, Data Manipulation, Scripting, Software Design Patterns, Data Transformation, Jupyter, Computer Vision

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Advanced Learning Algorithms

      Skills you'll gain: Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Deep Learning, Supervised Learning, Artificial Neural Networks, Random Forest Algorithm, Algorithms, Performance Tuning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8.1K reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Data Warehouse Concepts, Design, and Data Integration: University of Colorado System
    • Process Mining: Data science in Action: Eindhoven University of Technology
    • Meta Back-End Developer: Meta
    • Convolutional Neural Networks: DeepLearning.AI
    • Data Mining Foundations and Practice: University of Colorado Boulder
    • Analyze Data to Answer Questions: Google
    • AI Agents in Java with Generative AI: Vanderbilt University
    • ChatGPT + Zapier: AI-Powered Email Mastery: Vanderbilt University
    • Meta Android Developer: Meta
    • Data Warehouse Fundamentals: IBM

    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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