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  • Data Collection

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


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    J

    Johns Hopkins University

    Der Werkzeugkasten des Data Scientist

    Skills you'll gain: Rmarkdown, Data Science, Version Control, R (Software), Big Data, R Programming, Data Visualization Software, General Science and Research, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Exploratory Data Analysis, Integrated Development Environments, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tableau Learning Partner

    Tableau Business Intelligence Analyst

    Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Requirements Elicitation, Data Presentation, Data Governance, Data Ethics, Tableau Software, Business Analysis, Data Literacy, Data Visualization, Data Visualization Software, Data Warehousing, Business Metrics, Dashboard, Extract, Transform, Load, Stakeholder Analysis, Data Analysis, Spatial Data Analysis, Data Quality, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Modernizing Data Lakes & Data Warehouses with GCP - 한국어

    Skills you'll gain: Data Lakes, Data Architecture, Data Governance, Data Storage Technologies, Data Storage, Data Warehousing, Data Management, Data Infrastructure, Google Cloud Platform, Cloud Storage, Applied Machine Learning, Data Transformation, SQL, Scalability

    Intermediate · Course · 1 - 3 Months

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    S

    Sciences Po

    Data and Urban Governance

    Skills you'll gain: Social Sciences, Data Governance, Political Sciences, Governance, Public Administration, Data Sharing, Policy Analysis, Data Analysis, Big Data, Algorithms, Data Ethics, Computing Platforms, Data-Driven Decision-Making, Personally Identifiable Information, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Design Thinking for Data Professionals

    Skills you'll gain: User Research, Human Centered Design, Ideation, User Experience Design, Design Thinking, Prototyping, Brainstorming, User Experience, Innovation, Usability Testing, Data Synthesis

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data Structures in C

    Skills you'll gain: C (Programming Language), Data Structures, Application Security, System Programming, Programming Principles, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    67 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Data Import/Export, Integrated Development Environments, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Fundamentals of Data Warehousing

    Skills you'll gain: Data Warehousing, Data Architecture, Data Storage, Extract, Transform, Load, Star Schema, Cloud Storage, Data Mart, Database Design, Snowflake Schema, Query Languages, Metadata Management, Data Transformation

    3.8
    Rating, 3.8 out of 5 stars
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    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Data Management Capstone Project

    Skills you'll gain: Relational Databases, MySQL, Data Management, Database Design, Data Warehousing, Data Visualization, Data Visualization Software, Data Security, Dashboard, Tableau Software, Data Cleansing, SQL, Personally Identifiable Information, Microsoft Excel, Data Governance, Data Analysis, Data Transformation

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Expressway to Data Science: Python Programming

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Programming Principles, Computer Programming, Scripting, Functional Design, Histogram, Data Manipulation, Python Programming, Data Science, Package and Software Management, Data Import/Export, Data Processing, Maintainability, Scripting Languages

    4.7
    Rating, 4.7 out of 5 stars
    ·
    305 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tsinghua University

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Query Languages, Computer Programming, Computer Science

    2.8
    Rating, 2.8 out of 5 stars
    ·
    39 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Der Werkzeugkasten des Data Scientist: Johns Hopkins University
  • Tableau Business Intelligence Analyst: Tableau Learning Partner
  • Modernizing Data Lakes & Data Warehouses with GCP - 한국어: Google Cloud
  • Data and Urban Governance: Sciences Po
  • Design Thinking for Data Professionals: Fractal Analytics
  • Statistics and Data Analysis with Excel: Macquarie University
  • Data Structures in C: University of Michigan
  • Python and Pandas for Data Engineering: Duke University
  • Fundamentals of Data Warehousing: LearnQuest
  • Data Management Capstone Project: SkillUp

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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