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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

    Analyze Markets Using Technical Analysis & Chart Patterns

    Skills you'll gain: Financial Trading, Market Data, Verification And Validation

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

  • U

    University of Colorado Boulder

    Leading the Circular and Sustainable Business

    Skills you'll gain: Sustainable Business, Sustainability Reporting, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Development, Sustainable Systems, Sustainability Standards, Business Reporting, Leadership Studies, Strategic Leadership, Social Impact, Community Organizing, Empowerment, Environmental Issue, Climate Change Mitigation, Accounting, Marketing, Communication, Stakeholder Analysis

    ★ 4.6 (90) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Build a CRUD Node.js and MongoDB employee management web-app

    Skills you'll gain: Docker (Software), Containerization, Web Design and Development, Restful API, User Interface (UI), User Interface (UI) Design, HTML and CSS, Node.JS, Application Deployment, MongoDB, Database Management, Databases, JavaScript Frameworks, Web Applications, Web Development, Web Frameworks, Web Development Tools, Database Application, Server Side, Javascript

    ★ 4.1 (31) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Reproduce and Evaluate AI Research Workflows

    Skills you'll gain: Configuration Management, Experimentation, Software Documentation, Software Versioning, Software Configuration Management, Collaborative Software, Testability, Workflow Management, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Java Database Connectivity (JDBC) Introduction

    Skills you'll gain: Data Access, Object Oriented Design, Relational Databases, Object Oriented Programming (OOP), Database Software, JUnit, Data Integrity, SQL, Database Development, Java, Java Programming, Database Management, Databases

    ★ 4.6 (39) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Структуры данных Python

    Skills you'll gain: Data Structures, File I/O, Data Processing, Data Dictionary, Programming Principles, Data Manipulation, Python Programming, Data Storage, Computer Programming, Software Installation, Development Environment

    ★ 4.9 (26) · Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Power Automate: Building and Managing Automated Workflows

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Business Workflow Analysis, Workflow Management, Process Analysis, Microsoft Copilot, AI Workflows, Business Process Automation, Process Optimization, Automation, Application Lifecycle Management, Business Process Management, Cloud-Based Integration, Document Management, Event-Driven Programming

    ★ 2.6 (13) · Intermediate · Course · 1 - 4 Weeks

  • N

    Nikolai Schuler

    Snowflake - Intermediate Course

    Skills you'll gain: Role-Based Access Control (RBAC), Data Access, Identity and Access Management, Data Pipelines, User Accounts, Real Time Data, Data Management, Data Loss Prevention, Data Warehousing, Disaster Recovery, Microsoft Azure, Data Storage, Database Management, Cloud Storage, Cloud Computing, Data Analysis

    ★ 4.3 (10) · Intermediate · Course · 1 - 4 Weeks

  • A

    Advancing Women in Tech

    The Business of Product Management II

    Skills you'll gain: Product Roadmaps, Product Management, Agile Product Development, Customer Retention, Product Planning, Financial Analysis, Product Development, Financial Statement Analysis, Customer Analysis, Customer experience improvement, Innovation, Revenue Management, Business Metrics, Financial Statements, Brand Loyalty, Financial Acumen, Customer Engagement, Agile Methodology, Initiative and Leadership, Commercialization

    ★ 4.6 (236) · Beginner · Course · 1 - 4 Weeks

  • C

    Campus BBVA

    Cybersecurity for Tech Professionals

    Skills you'll gain: Computer Security Incident Management, Cybersecurity, Cyber Attacks, Incident Response, Cyber Security Strategy, Security Management, Crisis Management, Incident Management, Cyber Threat Intelligence, Security Information and Event Management (SIEM), Threat Management, Data Security, Fraud detection, Intrusion Detection and Prevention, Security Controls, Network Security, Security Awareness, Threat Detection, Continuous Monitoring, Email Security

    ★ 4.7 (193) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Selenium Python Automation Testing and Frameworks

    Skills you'll gain: Version Control, Test Script Development, Software Versioning, Continuous Integration, File I/O, Test Tools, Continuous Delivery, Functional Testing, Automation, Scripting, UI Components, Code Reusability, Hypertext Markup Language (HTML), Software Design Patterns, Development Environment, Integrated Development Environments, Command-Line Interface, Package and Software Management

    ★ 4.6 (24) · Beginner · Specialization · 3 - 6 Months

  • B

    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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

  • Analyze Markets Using Technical Analysis & Chart Patterns: EDUCBA
  • Leading the Circular and Sustainable Business: University of Colorado Boulder
  • Build a CRUD Node.js and MongoDB employee management web-app: Coursera
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Java Database Connectivity (JDBC) Introduction: LearnQuest
  • Структуры данных Python: University of Michigan
  • Power Automate: Building and Managing Automated Workflows: Whizlabs
  • Snowflake - Intermediate Course: Nikolai Schuler
  • The Business of Product Management II: Advancing Women in Tech
  • Cybersecurity for Tech Professionals: Campus BBVA

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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