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  7. Machine Learning and Deep Learning Using Python and Tensorflow

Machine Learning and Deep Learning Using Python and Tensorflow

Venkata Reddy Konasani, Shailendra Kadre
Livre relié | Anglais
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Description

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.

Understand the principles and practices of machine learning and deep learning

This hands-on guide lays out machine learning and deep learning techniques and technologies in a style that is approachable, using just the basic math required. Written by a pair of experts in the field, Machine Learning and Deep Learning Using Python and TensorFlow contains case studies in several industries, including banking, insurance, e-commerce, retail, and healthcare. The book shows how to utilize machine learning and deep learning functions in today's smart devices and apps. You will get download links for datasets, code, and sample projects referred to in the text.

Coverage includes:

  • Machine learning and deep learning concepts
  • Python programming and statistics fundamentals
  • Regression and logistic regression
  • Decision trees
  • Model selection and cross-validation
  • Cluster analysis
  • Random forests and boosting
  • Artificial neural networks
  • TensorFlow and Keras
  • Deep learning hyperparameters
  • Convolutional neural networks
  • Recurrent neural networks and long short-term memory


Spécifications

Parties prenantes

Auteur(s) :
Editeur:

Contenu

Nombre de pages :
560
Langue:
Anglais

Caractéristiques

EAN:
9781260462296
Date de parution :
11-02-21
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
206 mm x 257 mm
Poids :
1179 g

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