Machine Learning and Deep Learning Using Python and Tensorflow - Couverture rigide

Reddy Konasani, Venkata; Kadre, Shailendra

 
9781260462296: Machine Learning and Deep Learning Using Python and Tensorflow
Couverture rigide
ISBN 10 : 1260462293 ISBN 13 : 9781260462296
Editeur : McGraw-Hill Education, 2021

Synopsis

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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


Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Venkata Reddy Konasani is a data scientist and corporate trainer with experience in credit risk modeling, market response model building, social media analytics, and machine learning and deep learning. He holds a Master's degree in applied statistics and informatics from IIT Bombay.

Shailendra Kadre works at Hewlett Packard and holds a master's degree in mechanical engineering from IIT Delhi. He is the author of two books and numerous articles dealing with business analytics.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
McGraw-Hill Education
Date d'édition
2021
Langue
anglais
ISBN 10 
1260462293
ISBN 13 
9781260462296
Reliure
Relié
Nombre de pages
560
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9789354601415: MACHINE LEARNING AND DEEP LEARNING USING PYTHON AND TENSOR FLOW

Edition présentée

ISBN 10 :  9354601413 ISBN 13 :  9789354601415
Editeur : MC GRAW HILL INDIA, 2021
Couverture souple