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  • Data Collection

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

    Packt

    Mastering Amazon EKS - Hands-On

    Skills you'll gain: Kubernetes, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud-Native Computing, AWS CloudFormation, Load Balancing, Cloud Infrastructure, Cloud Hosting, AWS Identity and Access Management (IAM), Serverless Computing, Docker (Software), Containerization, Cloud Storage, Scalability, Identity and Access Management, Cloud Deployment, Data Persistence, Application Deployment

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Databases, Scalability and Containers on AWS

    Skills you'll gain: Amazon Web Services, Amazon DynamoDB, Containerization, Application Deployment, Databases, Cloud Computing Architecture, Scalability, Docker (Software), Amazon Elastic Compute Cloud, Kubernetes, Database Architecture and Administration, Cloud Deployment, Database Management, NoSQL, Load Balancing, Web Applications, Security Testing, Performance Testing

    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

  • C

    Coursera

    Introduction to CRM with HubSpot

    Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer Data Management, Email Marketing, Business Software, Customer Communications Management, Sales Pipelines, Dashboard, Account Management, Data Management, Customer Service, Marketing, Sales Operations, Team Building

    ★ 4.6 (1.1K) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Cryptography

    Skills you'll gain: Cryptography, Encryption, Cryptographic Protocols, Key Management, Cybersecurity, Communication Systems, Digital Communications, Authentications, Data Integrity, Algorithms

    ★ 4.6 (1.3K) · Mixed · Course · 1 - 3 Months

  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, AI Integrations, Data Access, Data Warehousing, Embeddings, SQL

    ★ 4.8 (268) · Beginner · Professional Certificate · 1 - 3 Months

  • U

    University of Michigan

    Internet History, Technology, and Security

    Skills you'll gain: Network Security, Network Administration, Network Protocols, Network Architecture, TCP/IP, Cryptographic Protocols, General Networking, Cryptography, Computer Networking, Encryption, Web Development, Network Routing, Innovation

    ★ 4.8 (2.8K) · Beginner · Course · 1 - 3 Months

  • T

    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Analysis Software, Sampling (Statistics), Analytical Skills, Spreadsheet Software, Statistics, Business Analytics, Python Programming

    ★ 4.2 (24) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Angular & NgRx Developer Lab 2026 – Build a Real App

    Skills you'll gain: Angular, Development Environment, Software Development Tools, Back-End Web Development, Computer Programming Tools, JavaScript Frameworks, Authentications, Web Development Tools, Application Development, Integrated Development Environments, Application Frameworks, Web Applications, User Accounts, UI Components, Application Programming Interface (API), TypeScript, Data Persistence, Data Store, Maintainability, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

  • U

    Universidade Estadual de Campinas

    Revisão Sistemática e Meta-análise

    Skills you'll gain: Data Synthesis, Data Collection, Science and Research, Scientific Methods, Research, Research Design, Research Reports, Research Methodologies, General Science and Research, Quantitative Research, Clinical Research, Peer Review, Statistical Methods, Report Writing, Data Quality, Statistical Analysis, Qualitative Research, Risk Analysis, Conflict Management

    ★ 4.9 (3K) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Oracle プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Oracle Databases, Data Modeling, Query Languages, Data Import/Export, Database Design, SQL, Google Cloud Platform, Data Migration, Big Data, Data Integration, Identity and Access Management, Database Architecture and Administration, Role-Based Access Control (RBAC), Data Sharing, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • M

    Meta

    Introduction to Databases for Back-End Development

    Skills you'll gain: Back-End Web Development, Relational Databases, Database Management Systems, Database Management, Database Theory, SQL, Database Design, Databases, Database Administration, MySQL, Data Store, NoSQL, Query Languages, Data Integrity

    ★ 4.6 (680) · Beginner · Course · 1 - 3 Months

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

  • Mastering Amazon EKS - Hands-On: Packt
  • Databases, Scalability and Containers on AWS: Packt
  • Full-Stack JavaScript: Build a Real-Time Chat App: JetBrains
  • Introduction to CRM with HubSpot: Coursera
  • Cryptography: University of Maryland, College Park
  • Snowflake Generative AI: Snowflake
  • Internet History, Technology, and Security: University of Michigan
  • Hypothesis Testing with Python and Excel: Tufts University
  • Angular & NgRx Developer Lab 2026 – Build a Real App: Packt
  • Revisão Sistemática e Meta-análise: Universidade Estadual de Campinas

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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