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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


  • E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining

    ★ 3.7 (68) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Deep Learning with PyTorch : Generative Adversarial Network

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Model Training, Python Programming

    ★ 4.5 (100) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    John Wiley & Sons

    Foundations of Financial Analysis and Business Performance

    Skills you'll gain: Financial Analysis, Financial Statements, Financial Statement Analysis, Financial Acumen, Performance Analysis, Predictive Modeling, Financial Data, Predictive Analytics, Performance Improvement, Analysis, Business Analytics, Financial Forecasting, Performance Measurement, Operational Analysis, Analytics, Finance, Business Analysis Tools, Financial Modeling, Business Administration, Data Management

    Beginner · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Rust CLI From Zero

    Skills you'll gain: Data Engineering, Rust (Programming Language), Command-Line Interface, Data Pipelines, Package and Software Management, Data Processing, Containerization, JSON, Unix Commands, Data Validation, Build Tools, Software Development Tools, Linux Commands, Development Environment, Release Management

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Apply Basic HR Stats

    Skills you'll gain: People Analytics, Employee Surveys, Statistical Hypothesis Testing, Oral Expression, Data Literacy, Verification And Validation, Data Analysis, Statistical Analysis, Employee Engagement, Statistical Reporting, Statistical Methods, Analytics, AI Integrations, Excel Formulas, Probability & Statistics, Data Storytelling, Microsoft Excel, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Epidemiology in Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Trend Analysis, Infection Control, Geographic Information Systems, Statistical Visualization, Health Policy, Data Visualization Software, Chronic Diseases, GIS Software, Geospatial Information and Technology, Infectious Diseases, Datamaps, Health Informatics, Risk Analysis, Investigation, Geospatial Mapping, Health Assessment, Statistics

    ★ 4.7 (4.6K) · Beginner · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, AI Integrations, Data Literacy, Application Development, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Package and Software Management, Data Structures

    ★ 4.8 (246) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate QGIS with PyQGIS

    Skills you'll gain: GIS Software, Geographic Information Systems, Geospatial Information and Technology, Automation, Spatial Data Analysis, Application Programming Interface (API), Spatial Analysis, Scripting, Maintainability, Python Programming, Code Reusability, Data Preprocessing, Data Persistence

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Craft Compelling Narratives: Impactful Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Storyboarding, Data Literacy, Strategic Communication, Data-Driven Decision-Making, Target Audience, Persuasive Communication, Presentations, Business Reporting, Business Research

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Planning a Generative AI Project

    Skills you'll gain: Generative AI, Generative Model Architectures, AI Product Strategy, AI Enablement, Risking, Communication

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

  • C

    Coursera

    Email Analytics Basics

    Skills you'll gain: A/B Testing, Key Performance Indicators (KPIs), Data-Driven Marketing, Dashboard Creation, Email Marketing, Business Metrics, Performance Metric, Performance Measurement, Dashboard, Performance Reporting, Marketing Analytics, Business Reporting, Report Writing, Content Performance Analysis, Web Analytics, Campaign Management, Google Sheets, Microsoft Excel, Data Visualization, Stakeholder Analysis

    Intermediate · Course · 3 - 6 Months

  • J

    John Wiley & Sons

    Excel All-in-One For Dummies

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Spreadsheet Software, Pivot Tables And Charts, Data Presentation, Proofreading, Data Visualization, Editing, Financial Forecasting, Financial Modeling, Productivity Software, Consolidation, Data Analysis, Data Validation, Trend Analysis, Data Entry, Diagram Design, Visual Basic (Programming Language), Automation

    Beginner · Specialization · 3 - 6 Months

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

  • Learn Generative AI with LLMs: Edureka
  • Deep Learning with PyTorch : Generative Adversarial Network: Coursera
  • Foundations of Financial Analysis and Business Performance: John Wiley & Sons
  • Rust CLI From Zero: Pragmatic AI Labs
  • Apply Basic HR Stats: Coursera
  • Epidemiology in Public Health Practice: Johns Hopkins University
  • AI Python for Beginners: DeepLearning.AI
  • Automate QGIS with PyQGIS: Coursera
  • Craft Compelling Narratives: Impactful Storytelling: Coursera
  • Planning a Generative AI Project: Amazon Web Services

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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