Small Data

Small Data is the analysis of detailed datasets, which are easier to process and understand, often delivering unique insights into specific aspects of a business or field. Coursera's Small Data catalogue equips you with the ability to make sense of compact datasets and to derive actionable insights from them. You'll learn how to properly collect, analyze, and visualize small data, how to use it to improve decision-making processes, and the role it plays in areas like market research, customer behavior, and process optimization. You'll also understand how small data extrapolation contributes to strategic planning, predictive modeling, and trend identification, making you an invaluable asset in any data-driven organization.
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Results for "small data"

  • Status: New
    Status: Preview

    Northeastern University

    Skills you'll gain: Small Data, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Unsupervised Learning, Tensorflow, Machine Learning, Generative AI, Data Synthesis, Supervised Learning, Artificial Intelligence, Computer Vision

    Mixed · Course · 1 - 3 Months

  • Status: New
    Status: Preview

    Northeastern University

    Skills you'll gain: Generative AI, Applied Machine Learning, Small Data, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Graphics, Machine Learning, Image Analysis, Data Synthesis, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Modeling, Mathematical Modeling

    Mixed · Course · 1 - 3 Months

  • Status: New
    Status: Free Trial

    Google

    Skills you'll gain: Data Visualization, Data Ethics, Data Integrity, Data Analysis, Tableau Software, Stakeholder Communications, Sample Size Determination, Responsible AI, Verbal Communication Skills, Small Data, Decision Making, Stakeholder Analysis, Sampling (Statistics), Key Performance Indicators (KPIs), Big Data, Data Sharing, Statistics, Spreadsheet Software, Concision, Solution Design

    4.7
    Rating, 4.7 out of 5 stars
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    Status: Preview

    Coursera Instructor Network

    Skills you'll gain: Prompt Engineering, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Fraud detection, Supervised Learning, Applied Machine Learning, Deep Learning, Small Data, Machine Learning, Computer Vision, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    Status: Free Trial

    Google

    Skills you'll gain: Business Metrics, Data Visualization, Data Visualization Software, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of California, Irvine

    Skills you'll gain: Analytical Skills, Data Ethics, Data Mining, Data Strategy, Data Science, Business Analytics, Data Analysis, Big Data, Analytics, Business Intelligence, Descriptive Analytics, Predictive Analytics, Data Processing, Small Data

    4.2
    Rating, 4.2 out of 5 stars
    155 reviews

    Intermediate · Course · 1 - 4 Weeks

What brings you to Coursera today?

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Small Data, Cloud API

    4.5
    Rating, 4.5 out of 5 stars
    546 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial

    Banco Interamericano de Desarrollo

    Skills you'll gain: Data Collection, Business Intelligence, Data-Driven Decision-Making, Data Strategy, Data Analysis, Business Analytics, Data Ethics, Analytics, Big Data, Small Data, Diversity and Inclusion, Organizational Effectiveness, Data Quality, Market Opportunities

    4.6
    Rating, 4.6 out of 5 stars
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview

    Erasmus University Rotterdam

    Skills you'll gain: Analysis, Data Analysis, Statistical Reporting, Analytical Skills, Exploratory Data Analysis, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, R (Software), R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Scatter Plots, Statistical Hypothesis Testing, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial

    Howard University

    Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Mathematics, Machine Learning Methods, Linear Algebra, Small Data, Statistical Analysis, NumPy

    4.7
    Rating, 4.7 out of 5 stars
    6 reviews

    Beginner · Course · 1 - 4 Weeks

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  • Google
  • Banco Interamericano de Desarrollo
  • Erasmus University Rotterdam
  • Google Cloud
  • Howard University
  • University of California, Irvine