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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


  • U

    University of Illinois Urbana-Champaign

    Empathy and Data in Risk Management

    Skills you'll gain: Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Risk Analysis, Risk Mitigation, Risk Control, Cyber Risk, Persuasive Communication, Tableau Software, Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Cybersecurity, Influencing, Empathy, Communication, Heat Maps, Stakeholder Analysis, Algorithms

    4.5 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (8) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Advanced Python for Data Analysis: Build & Optimize

    Skills you'll gain: NumPy, Database Application, Database Software, Integrated Development Environments, Computer Networking, Database Management, Real Time Data, Application Development, Data Analysis, Analysis, Data Science, Package and Software Management, Design

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Calculus through Data & Modelling: Vector Calculus

    Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Applied Mathematics, Graphing, Geometry

    4.7 stars, 52 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Present Compelling Data Stories with Excel

    Skills you'll gain: Data Storytelling, Data Presentation, Peer Review, Interactive Data Visualization, Data Visualization, Storytelling, Microsoft Excel, Dashboard Creation, Data-Driven Decision-Making, Presentations, Pivot Tables And Charts, Data Visualization Software, Business Intelligence, Constructive Feedback, Financial Reporting, User Feedback, Business, Stakeholder Communications, Case Studies, Decision Making

    4.9 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, AI literacy, Debugging, Data Transformation, Generative AI, Prompt Patterns, Data Preprocessing, Analytics, AI Integrations, AI Workflows, Data Analysis, Data Cleansing, Excel Formulas, Data Manipulation, Code Review, Model Optimization, Data Analysis Software, SQL

    4.6 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze Financial Data: Reconciliation Fast

    Skills you'll gain: Reconciliation, Financial Data, Financial Reporting, Financial Analysis, Variance Analysis, General Ledger, Financial Acumen, Ledgers (Accounting), Pivot Tables And Charts, Spreadsheet Software, Data Validation, Data Quality, Management Reporting, Data Integrity, Data Warehousing, Gross Profit, Enterprise Resource Planning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Multi-Table data analysis with Tableau: Customer Analysis

    Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Literacy, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Data Warehousing & Pipeline Development in Microsoft Fabric

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, CI/CD, Database Design, Continuous Integration, Transact-SQL, Data Pipelines, Extract, Transform, Load, Data Architecture, Data Modeling, DevOps, Data Transformation, Data Integration, Dataflow, Git (Version Control System), Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Charts: Visualize Data Like a Pro

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Statistical Visualization, Scatter Plots, Strategic Decision-Making

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

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

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL for Data Science (and Version Control with GitHub)

    Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity

    3.9 stars, 23 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (23) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Tools for Exploratory Data Analysis in Business

    Skills you'll gain: Data Storytelling, Business Analytics, Data Visualization Software, Analytical Skills, Exploratory Data Analysis, Data Quality, Data Analysis, Data-Driven Decision-Making, Extract, Transform, Load, Analytics, Data Manipulation, Descriptive Statistics, Data Processing, SQL, Python Programming, Application Programming Interface (API)

    4.7 stars, 59 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Wrangling, Data Visualization, Statistical Analysis, Data Processing, Statistics, Analytics, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Pandas (Python Package), Python Programming

    4.4 stars, 208 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (208) · 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

  • Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
  • Advanced Python for Data Analysis: Build & Optimize: EDUCBA
  • Calculus through Data & Modelling: Vector Calculus: Johns Hopkins University
  • Present Compelling Data Stories with Excel: Coursera
  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • Analyze Financial Data: Reconciliation Fast: Coursera
  • Multi-Table data analysis with Tableau: Customer Analysis: Coursera
  • Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
  • Charts: Visualize Data Like a Pro: Coursera
  • SQL for Data Science (and Version Control with GitHub): 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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