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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


  • P

    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Deep Learning, Tensorflow, Convolutional Neural Networks, LLM Application, Computer Vision, Fine-tuning, Responsible AI, Generative Model Architectures, Model Training, Generative AI, Multimodal Prompts, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Salesforce Integration

    Skills you'll gain: Salesforce, Data Quality, Data Modeling, Business Process Automation, Business Process Management, Data Management, Business Process, User Accounts, Dashboard, Automation, Identity and Access Management, Business Reporting, Report Writing, Data Security, Role-Based Access Control (RBAC), Cloud Computing

    4
    Rating, 4 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Clemson University

    Human-Centered Artificial Intelligence

    Skills you'll gain: Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Machine Interfaces, Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • W

    Workday

    Workday Payroll for Business Users

    Skills you'll gain: Workday (Software), Payroll Processing, Payroll, Payroll Systems, Payroll Administration, Benefits Enrollment Processes, Payroll Reporting, Benefits Administration, Human Resources Software, Business Reporting, Payroll Tax, Workforce Management, Business Process, Organizational Structure, Staff Management, Data Maintenance, Information Architecture

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Introduction to JavaScript Programming

    Skills you'll gain: Video Game Development, Game Design, Program Development, Web Development Tools, Software Development, Software Development Tools, Computer Programming Tools, Development Environment, Software Documentation, Data Validation, Javascript, Debugging, Integrated Development Environments, Maintainability, Programming Principles, Data Structures, Code Reusability, Software Design, Computer Programming, Object Oriented Programming (OOP)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Introdução aos Negócios

    Skills you'll gain: Stakeholder Management, Corporate Sustainability, Stakeholder Engagement, Innovation, Business Strategy, Stakeholder Analysis, Business Management, Business Ethics, Design Thinking, Finance, People Management, Business Modeling, Corporate Finance, Social Impact, Diversity Programs, Entrepreneurship, Creativity, Diversity and Inclusion, Sustainable Business, Internet Of Things

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Project Management: How to Create a Gantt Chart in Wrike

    Skills you'll gain: Timelines, Organizational Skills, Project Schedules, Scheduling, Project Coordination, Time Management, Project Management Software, Project Management, Delegation Skills, Workflow Management, Data Visualization, Team Management, Dependency Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    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
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Mercadotecnia en un mundo digital

    Skills you'll gain: MarTech, Marketing, Digital Marketing Tools, Marketing Channel, Digital Transformation, Product Development, Marketing Strategies, Digital Marketing, Customer Advocacy, Promotional Strategies, New Product Development, Consumer Behaviour, Market Dynamics, Customer Engagement, Online Advertising, E-Commerce, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Packaging Design for the Circular Economy

    Skills you'll gain: Packaging and Labeling, Sustainable Design, Sustainable Business, Sustainable Technologies, Sustainable Development, Environmental Laws, Waste Minimization, Sustainable Engineering, Environmental Regulations, Corporate Sustainability, Sustainable Systems, Logistics, Environmental Issue, Design, Consumer Behaviour, Innovation, Materials science

    Build toward a degree

    5
    Rating, 5 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Advanced Django: Introduction to Django Rest Framework

    Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Data Validation, Authentications, Authorization (Computing), Application Programming Interface (API), API Design, JSON, API Testing, Object-Relational Mapping, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Advanced · Course · 1 - 4 Weeks

  • A

    Anthropic

    Model Context Protocol: Advanced Topics

    Skills you'll gain: Model Context Protocol, Server Side, Event-Driven Programming, Application Deployment

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Learning Deep Learning: Unit 3: Pearson
  • Salesforce Integration: University of California, Irvine
  • Human-Centered Artificial Intelligence: Clemson University
  • Workday Payroll for Business Users: Workday
  • Introduction to JavaScript Programming: Microsoft
  • Introdução aos Negócios: Fundação Instituto de Administração
  • Project Management: How to Create a Gantt Chart in Wrike: Coursera
  • Gemini for end-to-end SDLC: Google Cloud
  • Mercadotecnia en un mundo digital: University of Illinois Urbana-Champaign
  • Packaging Design for the Circular Economy: University of Colorado Boulder

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)

Other topics to explore

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Math and Logic
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