portada Supervised Learning with Linear Regression: An Executive Review of Hot Technology (en Inglés)

Supervised Learning with Linear Regression: An Executive Review of Hot Technology (en Inglés)

Formato

Libro Físico

Autor

Stephen Donald Huff

Editorial

Independently Published

Idioma

Inglés

N° páginas

158

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.9 cm

Peso

0.24 kg.

ISBN13

9781729266526

Categorías

Equipamiento y tecnología educativas, aprendizaje asistido por ordenador (cal)

Supervised Learning with Linear Regression: An Executive Review of Hot Technology (en Inglés)

Stephen Donald Huff (Autor) · Independently Published · Tapa Blanda

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Reseña del libro "Supervised Learning with Linear Regression: An Executive Review of Hot Technology (en Inglés)"

This course provides a detailed executive-level review of contemporary topics in supervised machine learning theory with specific focus on predictive modeling and linear regression. The ideal student is a technology professional with a basic working knowledge of machine learning theory. Additionally, to better inform the interested student, the final lesson of this course presents samples in Python describing the essential implementation of described regression methods. To reduce space and improve clarity, this code targets a basic Keras environment - this inclusion is not meant as an endorsement of one system over another (all provide benefits); instead, at the time of this writing, Keras simply offers a popular, facile 'frontend' for managing TensorFlow or Microsoft Cognitive Toolkit deep learning systems, all using this popular script.