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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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    Packt

    The Definitive Guide to Microsoft Fabric

    Skills you'll gain: Data Lakes, Microsoft Azure, Data Architecture, Extract, Transform, Load, Power BI, Data Security, Data Transformation, Data Governance, Data Warehousing, Real Time Data, Computing Platforms, Collaborative Software, Data-Driven Decision-Making, Data Integration, Dashboard, Data Analysis, Data Presentation, Cloud Infrastructure, Python Programming, Machine Learning

    Beginner · Specialization · 3 - 6 Months

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    Automatic Data Processing, Inc. (ADP)

    HR Fundamentals: The Building Blocks of HCM

    Skills you'll gain: Human Capital, Human Resources, Human Resource Strategy, Human Resource Management, Human Resources Management and Planning, Workforce Management, Workforce Planning, Talent Management, Employee Retention, Full Cycle Recruitment, People Analytics, Benefits Administration, Employee Engagement, Payroll, Employee Onboarding, Payroll Administration, Benefits Enrollment Processes, Data-Driven Decision-Making, Professional Development, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Applied Machine Learning, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    84 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Preprocessing, Data Analysis, Model Training, Data Collection, AI Workflows, MLOps (Machine Learning Operations), Statistical Analysis, Model Deployment, Data Processing, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Model Evaluation, Descriptive Statistics, Machine Learning Algorithms, Process Management

    4.7
    Rating, 4.7 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Infrastructure: Technologies Behind Smart Venues

    Skills you'll gain: Building Information Modeling, Internet Of Things, Data Infrastructure, Infrastructure Architecture, Sustainable Technologies, Energy and Utilities, Network Infrastructure, Water Sustainability, AI Security, Facility Management, Water Resource Management, Security Controls, Real Time Data, Wireless Networks, Interoperability, Sustainable Architecture, Decision Intelligence, AI Enablement, Dashboard, Traffic Flow Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Michigan State University

    Become a Journalist: Report the News!

    Skills you'll gain: Interviewing Skills, Journalism, Media and Communications, Multimedia, Driving engagement, Electronic Media, Report Writing, Research Reports, Investigation, Research, Storytelling, Peer Review, Content Creation, Ethical Standards And Conduct, International Relations, Data Collection, Oral Expression, Rapport Building, Media Production, Writing

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    INSEAD

    Blockchain Revolution

    Skills you'll gain: Blockchain, Digital Assets, Ledgers (Accounting), Peer Review, FinTech, Intellectual Property, Business Transformation, Financial Inclusion, Business Leadership, Governance, Plan Execution, Market Opportunities, Strategic Leadership, Payment Systems, Technology Strategies, Digital Transformation, Business Analysis, Business, Strategic Thinking, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Pragmatic AI Labs

    Rust Serverless

    Skills you'll gain: Serverless Computing, Amazon Web Services, Amazon S3, Rust (Programming Language), Other Programming Languages, Cloud-Native Computing, Cloud Deployment, Performance Tuning, Data Engineering, Computing Platforms, Event-Driven Programming, Performance Testing, Ruby (Programming Language), Cloud Computing, Development Environment, Application Deployment, Build Tools, Memory Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Generative AI for Sales

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting, Artificial Intelligence

    4.1
    Rating, 4.1 out of 5 stars
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    34 reviews

    Intermediate · Specialization · 1 - 3 Months

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    John Wiley & Sons

    Marketing with AI for Dummies

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    Status: AI skills
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    Amazon

    Amazon Junior Software Developer

    Skills you'll gain: File I/O, Git (Version Control System), Software Development Methodologies, JUnit, Requirements Analysis, Version Control, Systems Development Life Cycle, Application Development, Software Development Life Cycle, Full-Stack Web Development, Test Driven Development (TDD), SQL, Software Development, Restful API, Database Management, Object Oriented Programming (OOP), Digital Transformation, GitHub Copilot, Java Programming, Generative AI

    4.3
    Rating, 4.3 out of 5 stars
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    578 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Cisco Learning and Certifications

    Cisco UCS-X Infrastructure Design for AI Workloads

    Skills you'll gain: Hybrid Cloud Computing, Cloud Management, Cloud Infrastructure, Cloud Computing, AI Orchestration, AI Workflows, Data Infrastructure, Data Centers, IT Automation, Infrastructure Architecture, Information Technology Operations, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Network Infrastructure, Hardware Architecture, System Monitoring, System Support, Automation, System Configuration, Configuration Management

    Beginner · Course · 1 - 3 Months

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

  • The Definitive Guide to Microsoft Fabric: Packt
  • HR Fundamentals: The Building Blocks of HCM: Automatic Data Processing, Inc. (ADP)
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Follow a Machine Learning Workflow: CertNexus
  • Infrastructure: Technologies Behind Smart Venues: Real Madrid Graduate School Universidad Europea
  • Become a Journalist: Report the News!: Michigan State University
  • Blockchain Revolution: INSEAD
  • Rust Serverless: Pragmatic AI Labs
  • Generative AI for Sales: Coursera
  • Marketing with AI for Dummies: John Wiley & Sons

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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