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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


  • G

    Google Cloud

    Optimizing Performance of LookML Queries

    Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

  • 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

  • C

    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Tensorflow, Deep Learning, Performance Tuning, Model Deployment, Python Programming

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

  • G

    Google Cloud

    Google Cloud의 로깅 및 모니터링

    Skills you'll gain: Service Level, Google Cloud Platform, System Monitoring, Cloud Management, Site Reliability Engineering, Identity and Access Management, Application Performance Management, Issue Tracking, Continuous Monitoring, Query Languages, Incident Management, Data Import/Export, Dashboard Creation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Service Integration & Management

    Skills you'll gain: Service Improvement, Performance Improvement, Service Management, Strategic Sourcing, Information Technology Infrastructure Library, IT Service Management, Governance, Systems Integration, Supplier Performance Management, Continuous Improvement Process, Supplier Relationship Management, Supplier Management, Performance Management, Coordination, Procurement, Organizational Change, Performance Analysis, Change Management, Accountability Frameworks, Data Governance

    Intermediate · Course · 1 - 3 Months

  • I

    Infosec

    Digital Forensics Concepts

    Skills you'll gain: Digital Forensics, grep, TCP/IP, Network Protocols, Data Security, General Networking, Record Keeping, Data Integrity, File Management, Ethical Standards And Conduct, Encryption, Algorithms

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

  • C

    Corporate Finance Institute

    Asset Classes and Financial Markets

    Skills you'll gain: Market Data, Equities, Financial Market, Financial Systems, Securities (Finance), Wealth Management, Investments, Financial Services, Market Intelligence, Cash Management, Asset Management, Financial Planning, Product Knowledge

    Intermediate · Course · 1 - 3 Months

  • M

    Meta

    Statistics Foundations

    Skills you'll gain: Bayesian Statistics, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Statistical Software, Sampling (Statistics), Data Modeling, Statistics, Probability & Statistics, Statistical Analysis, Statistical Methods, Statistical Modeling, Marketing Analytics, Tableau Software, Data Analysis, Spreadsheet Software, Analytics, Descriptive Analytics, Time Series Analysis and Forecasting, Regression Analysis

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

  • L

    LearnQuest

    AI Agents 101: Foundations of AI Agents

    Skills you'll gain: Agentic Workflows, Generative AI Agents, Agentic systems, AI Workflows, Responsible AI, Artificial Intelligence, LLM Application, AI Security, Technical Communication, Automation, AI Integrations, Risk Analysis, Feasibility Studies, Business Workflow Analysis, Process Mapping, Business Priorities, Governance, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    IFRS Segment Reporting and Financial Analysis

    Skills you'll gain: Financial Statement Analysis, International Financial Reporting Standards, Financial Reporting, Financial Statements, Performance Reporting, Financial Analysis, Business Reporting, Management Reporting, Financial Accounting, Operational Analysis, Generally Accepted Accounting Principles (GAAP), Annual Reports, Depreciation, Intercompany Accounting, Financial Data, Revenue Recognition, Technical Accounting, Finance, Fixed Asset, Resource Allocation

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Email Campaign Fundamentals

    Skills you'll gain: Email Marketing, Email Automation, Campaign Management, Campaign Planning, Workflow Management, Personalized Campaigns, Copywriting, Project Planning, Driving engagement, Branding, Target Audience, Peer Review, A/B Testing, Constructive Feedback, Analytics

    Beginner · Course · 3 - 6 Months

  • P

    Pragmatic AI Labs

    AI Tooling

    Skills you'll gain: Amazon Bedrock, AI Security, Retrieval-Augmented Generation, Docker (Software), Prompt Engineering, GitHub Copilot, Token Optimization, Agentic Workflows, AI Orchestration, LLM Application, Debugging, Serverless Computing, Software As A Service, Model Context Protocol, Amazon Web Services, Large Language Modeling, Rust (Programming Language), Code Review, Natural Language Processing, GitHub

    Beginner · Specialization · 3 - 6 Months

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

  • Optimizing Performance of LookML Queries: Google Cloud
  • Angular & NgRx Developer Lab 2026 – Build a Real App: Packt
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • Google Cloud의 로깅 및 모니터링: Google Cloud
  • Service Integration & Management: Packt
  • Digital Forensics Concepts: Infosec
  • Asset Classes and Financial Markets: Corporate Finance Institute
  • Statistics Foundations: Meta
  • AI Agents 101: Foundations of AI Agents: LearnQuest
  • IFRS Segment Reporting and Financial Analysis: EDUCBA

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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