rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: MACHINE LEARNING FUNDAMENTALS
    sub title: concepts, models, and applications
  name:
    name part: SAHAY, AMAR.
    role:
      role term: creator
  name:
    name part: EBSCOhost
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: nyu
    place:
      place term: NEW YORK
    publisher: BUSINESS EXPERT PRESS
    date issued: 2025
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic resource
    form: remote
    extent: 1 online resource.
  table of contents: Introduction -- Part 1. Data science and its elements. Chapter 1. Data science and machine learning (ML): an overview and scope of data science ; Chapter 2. Introduction aned basics of machine learning (ML) ; Chapter 3. Machine learning process, associated areas, and managing data in ML models -- Part 2. Machine learning (ML) libraries, data representation, problem formulation, and EDA. Chapter 4. Libraries and algorithms used in machine learning, data, and ML models ; Chapter 5. Working with data -- Part 3. Machine learning models. Chapter 6. Supervised learning models ; Chapter 7. Unsupervised learning models ; Chapter 8. Supervised learning models deep learning models -- Part 4. Machine learning models. Chapter 9. Training machine learning models -- Part 5. Current state of machine learning. Chapter 10. Real-world applications of machine learning.
  subject:
    topic: Machine learning
  subject:
    topic: Artificial intelligence
  subject:
    topic: Apprentissage automatique
  subject:
    topic: Intelligence artificielle
  subject:
    topic: artificial intelligence
  classification: Q325.5 .S24 2025
  classification: 006.31
  related item:
    identifier: (OCoLC)1458995870
  identifier: 9781637427491
  identifier: 1637427492
  identifier: 1637427484
  identifier: 9781637427484
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: YDX
    record creation date: 250301
    record change date: 20250415142425.1
    record identifier: in00005642537
    language of cataloging:
      language term: eng