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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


  • F

    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Generative Model Architectures, Applied Machine Learning, Generative AI, Model Deployment, Google Cloud Platform, Model Training, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Statement Analysis for Credit Decisions

    Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Credit Risk, Lending and Underwriting, Financial Acumen, Commercial Lending, Financial Data, Corporate Finance, Accounts Payable and Receivable, Balance Sheet, Accounts Receivable, Cash Flows, Risk Analysis, Business Metrics, Competitive Analysis, Finance

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    JavaScript Essentials 2026 - Quickstart Guide for Beginners

    Skills you'll gain: Object Oriented Programming (OOP), Javascript, Code Reusability, Web Development, Web Design and Development, Application Programming Interface (API), Web Applications, API Testing, Debugging

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Learning and Development

    Skills you'll gain: Responsible AI, Microsoft Copilot, Generative AI, AI Enablement, Training and Development, ChatGPT, Education Software and Technology, Training Programs, Developing Training Materials, AI Integrations, Innovation, Ethical Standards And Conduct, Case Studies, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Microsoft Copilot for Power BI: AI-Powered Report Insights

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard Creation, Dashboard, Data Modeling, Business Intelligence, Data Access, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Java Spring Boot Backend Development

    Skills you'll gain: Restful API, Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Spring Framework, Java, Spring Boot, API Design, Application Programming Interface (API), Hibernate (Java), Data Validation, Development Testing, Verification And Validation, Authentications, Model View Controller, Back-End Web Development, Computer Programming, Code Reusability, Object-Relational Mapping, Server Side

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Technical Charts & Dow Theory Fundamentals

    Skills you'll gain: Technical Analysis, Market Trend, Market Data, Trend Analysis, Financial Trading, Market Analysis, Market Dynamics

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    HashiCorp Terraform Associate (003) Exam Guide

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud Deployment, Cloud Infrastructure, Debugging, Code Reusability, Cloud Computing, Configuration Management, Data Management, Command-Line Interface, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Setting a Generative AI Strategy

    Skills you'll gain: AI Product Strategy, Generative AI, Strategic Thinking, AI Enablement, Business Strategy, Customer experience strategy (CX), Customer experience improvement, Value Propositions, Operational Efficiency, Case Studies, Large Language Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    Six Sigma Black Belt

    Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Lean Methodologies, Six Sigma Methodology, Process Improvement, Team Management, Process Capability, Team Performance Management, Lean Manufacturing, Data Collection, Quality Improvement, Knowledge Transfer, Management Training And Development, Team Building, Process Improvement and Optimization, Statistical Hypothesis Testing, Meeting Facilitation, Continuous Improvement Process, Performance Measurement, Statistics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    847 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Pragmatic AI Labs

    AWS Intelligent Applications with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Amazon Web Services, Agentic Workflows, LLM Application, Anthropic Claude, Generative AI Agents, Agentic systems, Retrieval-Augmented Generation, Tool Calling, Cloud Computing, Generative AI, Model Deployment, Prototyping, Bash (Scripting Language), Embeddings, Large Language Modeling, Restful API, Prompt Engineering, Vector Databases, Rust (Programming Language)

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build & Validate Integrated Financial Models

    Skills you'll gain: Financial Modeling, Financial Statements, Financial Statement Analysis, Excel Formulas, Financial Forecasting, Financial Accounting, Financial Reporting, Balance Sheet, Microsoft Excel, Performance Stress Testing, Financial Auditing, Income Statement, Financial Data, Data Validation, Financial Analysis, Spreadsheet Software, Cash Flows, Verification And Validation, Root Cause Analysis, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Vertex AI : Fractal Analytics
  • Financial Statement Analysis for Credit Decisions: EDUCBA
  • JavaScript Essentials 2026 - Quickstart Guide for Beginners: Packt
  • GenAI for Learning and Development: Coursera
  • Microsoft Copilot for Power BI: AI-Powered Report Insights: Coursera
  • Java Spring Boot Backend Development: Board Infinity
  • Technical Charts & Dow Theory Fundamentals: EDUCBA
  • HashiCorp Terraform Associate (003) Exam Guide: Packt
  • Setting a Generative AI Strategy: Coursera
  • Six Sigma Black Belt: Kennesaw State University

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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