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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


  • U

    Universidad de los Andes

    Fundamentals of Using Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Prompt Patterns, ChatGPT, AI powered creativity, LLM Application, AI literacy, Ideation, Responsible AI, Artificial Intelligence, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Content Creation, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    AI Applications in Accounting and Finance

    Skills you'll gain: Unstructured Data, Applied Machine Learning, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Machine Learning, Social Media Analytics, AI Integrations, Data-Driven Decision-Making, Natural Language Processing, Model Evaluation

    ★ 4.5 (8) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize Spark Performance: Analyze & Accelerate

    Skills you'll gain: Apache Spark, Performance Tuning, Data Persistence, Data Pipelines, Systems Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Presentation Design Mastery in Canva

    Skills you'll gain: Presentations, Canva (Software), Typography, Target Audience, Data Visualization, Visual Storytelling, Communication Strategies, Data Storytelling, Visual Design, Graphic and Visual Design, Communication, Timelines, Style Guides, Graphic Design, Storytelling, Layout Design

    Beginner · Course · 1 - 4 Weeks

  • U

    Utrecht University

    Responsible Conduct of Research

    Skills you'll gain: Research, Intellectual Property, Ethical Standards And Conduct, Higher Education, Social Justice, Data Management, Mentorship

    ★ 4.8 (145) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Core Machine Learning & Evaluation

    Skills you'll gain: Model Evaluation, Supervised Learning, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Model Optimization, Machine Learning, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Data Transformation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Deployment, MLOps, and Generative AI in Azure

    Skills you'll gain: Model Optimization, Generative Model Architectures, Model Deployment, Azure DevOps Pipelines, Large Language Modeling, Model Training, Cloud Deployment, CI/CD, Fine-tuning

    Advanced · 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, Computer Programming Tools, Software Development 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 (11) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Apply Market-Scan for Top Suppliers

    Skills you'll gain: Strategic Sourcing, Supplier Risk Management, Supplier Management, Procurement, Vendor Management, Supplier Relationship Management, Project Scoping, Supply Management, Keyword Research, Market Analysis, Market Intelligence, Market Research, Market Data, Scope Management, Business Research, Report Writing, Data Collection, Project Documentation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Understanding Smart Objects in Adobe Photoshop

    Skills you'll gain: Adobe Photoshop, Photo Editing, Editing, Data Import/Export, Image Quality, Embeddings, Graphic Design, File Management

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    عكس وتكامل تسلسل الحمض النووي (DNA ، RNA) باستخدام R

    Skills you'll gain: Bioinformatics, R (Software), R Programming, Molecular, Cellular, and Microbiology, Molecular Biology, Data Manipulation, Programming Principles, File I/O, Scripting Languages, Data Processing

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Austral

    Proyecto Final - Programa Especializado en Marketing Digital

    Skills you'll gain: Google Ads, Content Performance Analysis, Digital Marketing Campaigns, Digital Analysis, Digital Marketing, Digital Media Strategy, Marketing Strategies, Campaign Management, Media Buying, Social Media Content, Performance Analysis, Digital Brand Strategy, Paid media, Social Media Marketing, Marketing, Digital Advertising, Marketing Planning, Pay Per Click Advertising, Digital Marketing Tools, Online Advertising

    ★ 4.9 (68) · Beginner · Course · 1 - 4 Weeks

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

  • Fundamentals of Using Generative AI: Universidad de los Andes
  • AI Applications in Accounting and Finance: University of Maryland, College Park
  • Optimize Spark Performance: Analyze & Accelerate: Coursera
  • Presentation Design Mastery in Canva: Coursera
  • Responsible Conduct of Research: Utrecht University
  • Core Machine Learning & Evaluation: Packt
  • Advanced Deployment, MLOps, and Generative AI in Azure: Packt
  • Introduction to JavaScript Programming: Microsoft
  • Apply Market-Scan for Top Suppliers: Coursera
  • Understanding Smart Objects in Adobe Photoshop: 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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