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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


  • M

    Macquarie University

    Excel Regression Models for Business Forecasting

    Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Model Evaluation, Excel Formulas, Microsoft Excel, Statistical Modeling, Business Modeling, Trend Analysis, Business Planning, Data Synthesis, Statistical Methods, Correlation Analysis, Statistical Analysis, Data Visualization, Statistical Hypothesis Testing

    4.9 stars, 112 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • H

    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Data Modeling, Microsoft Excel, Mathematical Modeling, Excel Formulas, Business Modeling, Business Analysis, Operations Research, Business Process, Financial Modeling, Investment Management, Process Optimization, Applied Mathematics, Data-Driven Decision-Making, Business Strategy, Revenue Management, Trend Analysis, Resource Allocation

    4.7 stars, 23 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    SAP: Post Invoices, Track Payments

    Skills you'll gain: Accounts Payable, Accounts Payable and Receivable, Invoicing, Billing & Invoicing, Data Entry, Payment Processing and Collection, Transaction Processing, SAP Applications, Accounting Systems, SAP S/4HANA, Accounting and Finance Software, Accounting Records, General Ledger, Enterprise Resource Planning, Compliance Management

    2.7 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 2.7 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Automate Your Reports with Ease

    Skills you'll gain: Digital Marketing Tools, Marketing Automation, Scheduling, Management Reporting, Business Reporting, Performance Reporting, Automation, Stakeholder Communications, Scalability

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Writing with Generative AI

    Skills you'll gain: Large Language Modeling, AI literacy, Generative AI, LLM Application, Writing, Data Ethics, Writing and Editing, Responsible AI, Artificial Intelligence, Model Evaluation, Machine Learning, Information Privacy

    3.7 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (20) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Azure Infrastructure Fundamentals

    Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Virtualization and Virtual Machines, Role-Based Access Control (RBAC), Active Directory, IT Infrastructure, Infrastructure Security, Infrastructure Architecture, Virtual Networking, Multi-Factor Authentication, Network Infrastructure, Cloud Hosting, Cloud Storage, Virtualization, Data Storage Technologies, Identity and Access Management, Cloud Computing

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

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

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Learn SAP ABAP Fundamentals and Core Programming Concepts

    3.8 stars, 29 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (29) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building, Optimizing, and Validating Machine Learning Models

    Skills you'll gain: Model Training, Model Optimization, Model Evaluation, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Feature Engineering, Workflow Management, Verification And Validation, Machine Learning, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Benchmarking, Random Forest Algorithm, Performance Analysis, Cost Management, Resource Utilization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Responsible AI in Practice: Fairness, Bias & Explainability

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Information Privacy, Decision Intelligence, AI literacy, Model Evaluation, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Risk Mitigation, Risk Analysis, Ethical Standards And Conduct, Risk Management, Trustworthiness, Security Strategy, Security Management, Business Risk Management, Governance, Stakeholder Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Octave Programming: Analyze, Apply & Implement

    Skills you'll gain: Plot (Graphics), Scripting, Scientific Visualization, Data Visualization, Graphing, Scripting Languages, Data Visualization Software, Code Reusability, Debugging, Numerical Analysis, Mathematical Software, Applied Mathematics, Data Analysis, Data Manipulation, Design, Analysis, Linear Algebra, Research, Engineering

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Overview of JUnit Testing

    Skills you'll gain: JUnit, Unit Testing, Software Testing, Test Case, Eclipse (Software), Test Tools, Test Data, Test Automation, Test Execution Engine, Integrated Development Environments, Java

    3.9 stars, 54 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (54) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Incident Response, Risk Management, and Compliance

    Skills you'll gain: Digital Forensics, Risk Management, Risk Management Framework, Incident Response, Threat Management, Risk Analysis, Business Risk Management, Cyber Attacks, Cyber Security Policies, Security Management, Secure Coding, Computer Security Incident Management, Cyber Security Assessment, Application Security, ISO/IEC 27001, Law, Regulation, and Compliance, Data Security, Malware Protection, Incident Management, Penetration Testing

    4.3 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (8) · Intermediate · Course · 1 - 3 Months

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

  • Excel Regression Models for Business Forecasting: Macquarie University
  • Fundamentals of Business Problem Solving: Howard University
  • SAP: Post Invoices, Track Payments: Coursera
  • Automate Your Reports with Ease: Coursera
  • Writing with Generative AI: University of California, Davis
  • Azure Infrastructure Fundamentals: LearnQuest
  • Learn SAP ABAP Fundamentals and Core Programming Concepts: Board Infinity
  • Building, Optimizing, and Validating Machine Learning Models: Coursera
  • Responsible AI in Practice: Fairness, Bias & Explainability: Edureka
  • Octave Programming: Analyze, Apply & Implement: 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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