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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


  • L

    Logical Operations

    Crystal Reports: SQL Statements and Complex Formulas

    Skills you'll gain: SQL, Query Languages, Microsoft Access, Data Presentation, Business Reporting, Relational Databases, Data Access, Data Manipulation, Business Intelligence Software, Data Analysis Software, Data Analysis, Business Intelligence, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

  • B

    Blue Prism

    Blue Prism Foundation Training

    Skills you'll gain: Robotic Process Automation, Business Objects Framework, Business Process Automation, Process Flow Diagrams, Automation, Process Design, Workflow Management, Process Management, Process Modeling, Process Development, Business Process, Process Validation, Release Management, Data Analysis

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

  • P

    Packt

    AutoCAD 2023 Masterclass - Produce Amazing Site Plans

    Skills you'll gain: Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Engineering Drawings, Computer-Aided Design, Autodesk, Architecture and Construction, Architectural Design, Design Software, Document Management, Data Import/Export, File Management, Design, System Configuration

    ★ 4.6 (60) · Beginner · Course · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Artificial Intelligence in Financial Planning

    Skills you'll gain: Responsible AI, Data Ethics, Rapport Building, AI Enablement, Artificial Intelligence, Relationship Building, FinTech, Financial Planning, AI Integrations, Technology Strategies, Business Ethics, Compensation Strategy, Ethical Standards And Conduct, Generative AI, Compensation Management, Customer experience improvement

    ★ 4.3 (12) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master QuickBooks Pro: Manage and Optimize Finances

    Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Inventory and Warehousing, Inventory Management, Accounting Software, Business Reporting, Customer Data Management, Management Reporting, Financial Analysis, Billing & Invoicing, Sales Management, Balancing (Ledger/Billing), Financial Reporting, Expense Management, Expense Reports, Financial Acumen, Payroll, Billing, Financial Statement Analysis, Cash Management

    ★ 4.2 (54) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Elasticsearch Joins & Parent-Child Queries

    Skills you'll gain: Data Modeling, Query Languages, Data Mapping, NoSQL, Event-Driven Programming, Relational Databases, Scalability, Performance Tuning, Data Validation

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze HR Attrition Using R Analytics

    Skills you'll gain: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Business Analytics, Analytics, Model Evaluation, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, Data Preprocessing, Data Cleansing, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Fine-tuning, Model Optimization, Embeddings, Vector Databases, Amazon Web Services, Generative AI Agents, Model Training, Data Preprocessing, Agentic Workflows

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Process Modeling, Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Risk Management Framework, Process Flow Diagrams, Process Mapping, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis Tools, Stakeholder Communications, Process Optimization

    ★ 3.7 (27) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    QA Process Optimization: Agile & Automated Testing

    Skills you'll gain: Software Quality Assurance, Quality Assurance, Test Automation, Software Quality (SQA/SQC), Test Tools, Agile Software Development, Agile Product Development, Software Testing, Agile Methodology, Automation, Analysis, Collaboration

    ★ 4.9 (11) · Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Custom & Conditional Formatting in Microsoft Excel

    Skills you'll gain: Data Entry, Data Visualization, Microsoft Excel, Data Presentation, Data Literacy, Spreadsheet Software, Data Visualization Software, Data Analysis, Data Management, Business Strategy

    ★ 4.2 (26) · Intermediate · Guided Project · Less Than 2 Hours

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

  • Crystal Reports: SQL Statements and Complex Formulas: Logical Operations
  • Blue Prism Foundation Training: Blue Prism
  • AutoCAD 2023 Masterclass - Produce Amazing Site Plans: Packt
  • Artificial Intelligence in Financial Planning: University of Illinois Urbana-Champaign
  • Master QuickBooks Pro: Manage and Optimize Finances: EDUCBA
  • Elasticsearch Joins & Parent-Child Queries: EDUCBA
  • Analyze HR Attrition Using R Analytics: EDUCBA
  • Optimizing Foundation Models: Amazon Web Services
  • Capstone Project: Applying Business Analysis Skills : IBM
  • QA Process Optimization: Agile & Automated Testing: Coursera

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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