Small Data

小数据是对详细数据集的分析,这些数据集更易于处理和理解,通常能提供对某一业务或领域特定方面的独特见解。Coursera 的 "小数据 "目录使您具备理解小型数据集的能力,并从中获得可行的见解。您将学习如何正确收集、分析和 Visualization 小数据,如何利用小数据改进决策过程,以及小数据在市场研究、客户行为和流程优化等领域发挥的作用。您还将了解小数据推断如何有助于战略规划、Prediction Modeling 和趋势识别,使您成为任何数据驱动型组织的宝贵资产。
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“small data” 的结果

  • 状态:新
    状态:预览

    您将获得的技能: 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

  • 状态:新
    状态:预览

    您将获得的技能: 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

  • 状态:新
    状态:免费试用

    您将获得的技能: 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, Data Presentation, Sampling (Statistics), Key Performance Indicators (KPIs), Big Data, Data Sharing, Spreadsheet Software, Concision, Solution Design

  • 状态:新
    状态:预览

    您将获得的技能: 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

  • 状态:新
    状态:免费试用

    您将获得的技能: Business Metrics, Data Visualization, Data Visualization Software, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data

  • 状态:免费试用

    University of California, Irvine

    您将获得的技能: 数据战略, 数据分析, 商业智能, 小数据, 数据科学, 分析, 数据伦理, 大数据, 预测分析, 数据处理, 分析技能, 描述性分析, 商业分析, 数据挖掘

是什么让您今天来到 Coursera?

  • 状态:免费试用

    您将获得的技能: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Feature Engineering, Small Data, Cloud API

  • 状态:免费试用

    Banco Interamericano de Desarrollo

    您将获得的技能: 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

  • 状态:免费试用

    您将获得的技能: 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

是什么让您今天来到 Coursera?

主要合作伙伴

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