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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

    EDUCBA

    International Trade Finance & Risk Management

    Skills you'll gain: Working Capital, International Finance, Derivatives, Risk Management Framework, Risk Management, Banking Services, Cash Management, Banking, Financial Trading, Payment Processing and Collection, Credit Risk, Export Control, Bank Regulations, Commercial Banking, Operational Risk, Risk Analysis, Risk Mitigation, Billing, Loan Documentation, Business

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    Leadership and Team Management

    Skills you'll gain: Benchmarking, Six Sigma Methodology, Team Performance Management, Team Leadership, Team Management, Lean Six Sigma, Logistics, Cross-Functional Team Leadership, Team Building, Logistics Management, Organizational Effectiveness, Teamwork, Organizational Change, Management Training And Development, Team Motivation, Business Leadership, Team Oriented, Initiative and Leadership, Leadership, Process Improvement

    ★ 4.9 (37) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Customer Service Teams

    Skills you'll gain: Responsible AI, Team Building, Generative AI, Customer experience improvement, Automation, Data Ethics, Customer Engagement, Customer Service, AI Enablement, Cross-Functional Collaboration, Customer Data Management, Business Ethics, Information Privacy

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Ferramentas para Ciência de Dados: Introdução ao R

    Skills you'll gain: R (Software), Data Visualization, Data Visualization Software, Plot (Graphics), Statistical Visualization, R Programming, Data Manipulation, Data Analysis Software, Data Science, Data Structures, Graphing, Data Analysis, Statistical Programming, Integrated Development Environments, Data Import/Export, Software Installation

    ★ 2.7 (10) · Beginner · Course

  • P

    Packt

    Modern Web Test Automation with Playwright and Python

    Skills you'll gain: Test Automation, Test Data, Test Execution Engine, Test Script Development, Test Case, Test Engineering, Software Testing, Debugging, Scalability, Test Planning, Application Frameworks, Maintainability, Automation, Code Reusability, Software Design Patterns, Configuration Management, Package and Software Management

    Intermediate · Course · 1 - 3 Months

  • J

    JetBrains

    Full-Stack JavaScript: Build a Real-Time Chat App

    Skills you'll gain: Application Deployment, Node.JS, Docker (Software), React.js, Front-End Web Development, Containerization, Full-Stack Web Development, Back-End Web Development, Frontend Integration, Server Side, JavaScript Frameworks, Restful API, Web Development, Web Applications, Application Development, Javascript, Application Programming Interface (API), Software Development, Authentications, Project Management Software

    ★ 5 (15) · Beginner · Course · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Aplicaciones de la Teoría de Grafos a la vida real I

    Skills you'll gain: Graph Theory, Mathematical Modeling, Data Structures, Graphing, Applied Mathematics, Network Model, Algorithms, Network Analysis, Social Network Analysis, Graphical Tools, Network Routing, Computer Networking

    Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Finding Hidden Messages in DNA (Bioinformatics I)

    Skills you'll gain: Bioinformatics, Molecular Biology, Data Analysis Software, Molecular, Cellular, and Microbiology, Biology, Algorithms, Microbiology, Python Programming

    ★ 4.3 (1.1K) · Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), Performance Tuning, Prompt Patterns, OpenAI API

    ★ 4.4 (319) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

  • E

    EDUCBA

    Master Financial Reporting & Performance Metrics

    Skills you'll gain: Variance Analysis, Performance Measurement, Performance Reporting, Management Reporting, Budgeting, Financial Data, Performance Analysis, Financial Reporting, Business Metrics, Financial Analysis, Management Accounting, Cost Control, Cost Accounting, Performance Metric, Profit and Loss (P&L) Management, Operational Performance Management, Key Performance Indicators (KPIs), Customer Analysis, Operating Budget, Finance

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Oracle PL/SQL 21c: Programming & Triggers

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Data Access, Programming Principles

    ★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

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

  • International Trade Finance & Risk Management: EDUCBA
  • Leadership and Team Management: SkillUp
  • GenAI for Customer Service Teams: Coursera
  • Ferramentas para Ciência de Dados: Introdução ao R: Fundação Instituto de Administração
  • Modern Web Test Automation with Playwright and Python: Packt
  • Full-Stack JavaScript: Build a Real-Time Chat App: JetBrains
  • Aplicaciones de la Teoría de Grafos a la vida real I: Universitat Politècnica de València
  • Finding Hidden Messages in DNA (Bioinformatics I): University of California San Diego
  • Large Language Model Operations (LLMOps): Duke University
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: 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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