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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


  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Applied Machine Learning, Google Cloud Platform, Data Infrastructure, Analytics, Systems Design, Data Processing, Data Pipelines, Data Architecture, Data Storage Technologies, Big Data, Statistical Reporting, Cloud Engineering, Data Visualization, Cloud Security, Cloud Services

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Creating a Business Value with Data and Looker 日本語版

    Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Data Strategy, Data Lakes, Data Warehousing, Real Time Data, Google Cloud Platform, Data Governance, Data Modeling, Pivot Tables And Charts, Data Management, Data Storage, Cloud Storage, Business Transformation, Data Presentation, Statistical Reporting, Data-Driven Decision-Making, Performance Tuning, SQL

    4.1 stars, 14 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (14) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Serverless Data Processing with Dataflow: Foundations - 日本語版

    Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Processing, Cloud Security, Data Security, Data Access, Cloud Storage, Google Cloud Platform, Role-Based Access Control (RBAC), Interoperability, Containerization, Scalability

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Building Fitness-Driven dApps: Streaming Google Fit Data with W3bstream

    Skills you'll gain: Blockchain, Google Cloud Platform, Web Applications, Game Design

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 简体中文

    Skills you'll gain: Data Pipelines, Data Sharing, Extract, Transform, Load, Data Infrastructure, Cloud Engineering, Apache Airflow, Data Migration, Data Processing, Data Warehousing, Data Integration, Google Cloud Platform, Metadata Management, Data Lakes, Data Import/Export, Cloud Storage, Big Data, IT Automation, Data Transformation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 日本語版

    Skills you'll gain: Google Gemini, Gemini, Data-Driven Marketing, Marketing Analytics, Generative AI, Big Data, Forecasting, Predictive Modeling, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 日本語版

    Skills you'll gain: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Data Import/Export, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 繁體中文

    Skills you'll gain: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Import/Export, Data Processing, Data Capture, Apache Airflow, Data Integration, Data Storage, SQL, IT Automation, Data Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Develop a Location-Based iOS Game with Maps and Core Data

    Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, Mobile Development, Apple Xcode, Data Modeling, Secure Coding, Data Persistence, Game Design, Swift Programming, Video Game Development, Data Management, UI Components, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Getting Started with Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft Office, Microsoft 365

    4.6 stars, 14K reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (14K) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, Generative Model Architectures, Machine Learning Methods, Prompt Engineering Tools, Generative AI Agents, IBM Cloud, ChatGPT, AI literacy, Multimodal Prompts, AI Workflows, Application Deployment, Machine Learning Software, Business Workflow Analysis, Workflow Management, Machine Learning, Deep Learning, Data Science

    4.7 stars, 37K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (37K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • G

    Google

    Google AI

    Skills you'll gain: Vibe coding, AI powered creativity, Debugging, Prompt Patterns, Brainstorming, Planning, Visual Storytelling, Generative AI, Data Wrangling, Data Analysis, Content Creation, Presentations, AI literacy, Responsible AI, Business Communication, Artificial Intelligence, Data Visualization, Research, Project Management, Machine Learning

    4.8 stars, 11K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (11K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
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In summary, here are 10 of our most popular data collection courses

  • Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro: Google Cloud
  • Creating a Business Value with Data and Looker 日本語版: Google Cloud
  • Serverless Data Processing with Dataflow: Foundations - 日本語版: Google Cloud
  • Building Fitness-Driven dApps: Streaming Google Fit Data with W3bstream: Google Cloud
  • Introduction to Data Engineering on Google Cloud - 简体中文: Google Cloud
  • Gemini for Data Scientists and Analysts - 日本語版: Google Cloud
  • Introduction to Data Engineering on Google Cloud - 日本語版: Google Cloud
  • Introduction to Data Engineering on Google Cloud - 繁體中文: Google Cloud
  • Develop a Location-Based iOS Game with Maps and Core Data: EDUCBA
  • Getting Started with Microsoft Excel: 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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