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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


  • Y

    Yale University

    Digital Media for Health Outcomes, English

    Skills you'll gain: Health Promotion, Media and Communications, Program Evaluation, Digital Analysis, Surveys, Digital Communications, Persuasive Communication, Behavioral Economics

    4.8 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • I

    Illinois Tech

    Introduction to Contemporary Operating Systems and Hardware 1a

    Skills you'll gain: Computer Hardware, Hardware Architecture, Networking Hardware, Data Storage, Computer Systems, Data Storage Technologies, Computer Engineering, System Configuration, Microarchitecture, Computer Architecture, Software Installation, Peripheral Devices, Memory Management

    4.7 stars, 95 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (95) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • L

    L&T EduTech

    Industry 4.0: PLM, Value Chain, and Smart Factory

    Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Manufacturing Operations, Production Process, Business Process Automation, Automation, Enterprise Resource Planning, Product Development, Supply Chain Management, Plant Operations and Management, Internet Of Things, Robotics, Digital Transformation, Data Integration, Data Sharing, Augmented Reality

    4.4 stars, 29 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (29) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Stanford Online

    How Software Ate Finance

    Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Payment Processing, Financial Trading, Asset Management, Financial Systems, Securities Trading, Consumer Lending, Blockchain, Retail Banking, Banking, Financial Regulation, Investment Management, Financial Data, Digital Assets, Financial Regulations, Technology Strategies

    4.7 stars, 167 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (167) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 3 (Projects)

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Simulations, Code Review, User Interface (UI), Spreadsheet Software, Automation, Data Management

    4.9 stars, 467 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.9 (467) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Profit Analysis using Economic Value Added

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Operational Analysis, Financial Modeling, Performance Metric, Accounting, Finance, Investments

    4.6 stars, 218 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (218) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Optimize AI Inference Speed & Accuracy

    Skills you'll gain: Model Optimization, Model Deployment, Model Training, AI Security, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Keras (Neural Network Library), Network Model, Project Performance

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Bayesian Statistical Concepts and Methods

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R (Software), Statistical Programming, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Network Model, Simulations, Sampling (Statistics), Probability Distribution, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Michigan State University

    Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan

    Skills you'll gain: Value Propositions, Business Planning, Business Modeling, Entrepreneurship, Verification And Validation, Milestones (Project Management), Business Development, Product Development, Financial Forecasting, Financial Modeling, New Business Development, Plan Execution, Customer Analysis

    4.5 stars, 186 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (186) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Database Integration and Management

    Skills you'll gain: SQL, Database Management, Relational Databases, Database Systems, Databases, Database Development, Database Theory, Performance Tuning, Database Design, Database Architecture and Administration, Stored Procedure, Database Application, Microsoft Copilot, Object-Relational Mapping, Query Languages, Data Modeling, Transaction Processing, Data Access, Data Persistence, .NET Framework

    4.8 stars, 19 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Operational Modeling

    Skills you'll gain: Financial Modeling, Business Modeling, Operational Analysis, Financial Data, Financial Forecasting, Financial Statement Analysis, Financial Analysis, Performance Measurement, Operating Cost, Working Capital, Income Statement, Revenue Forecasting, Forecasting, Accounts Receivable, Accounts Payable

    4.6 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Digital Media for Health Outcomes, English: Yale University
  • Prescriptive Analytics: O.P. Jindal Global University
  • Introduction to Contemporary Operating Systems and Hardware 1a: Illinois Tech
  • Industry 4.0: PLM, Value Chain, and Smart Factory: L&T EduTech
  • How Software Ate Finance: Stanford Online
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Profit Analysis using Economic Value Added: Coursera
  • Optimize AI Inference Speed & Accuracy: Coursera
  • Bayesian Statistical Concepts and Methods: Arizona State University
  • Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan: Michigan 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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