Machine Learning and Deep Learning Using Python and TensorFlow - Tapa dura

Reddy Konasani, Venkata; Kadre, Shailendra

 
9781260462296: Machine Learning and Deep Learning Using Python and TensorFlow
Tapa dura
ISBN 10: 1260462293 ISBN 13: 9781260462296
Editorial: McGraw Hill, 2021

Sinopsis

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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




"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
McGraw Hill
Año de publicación
2021
Idioma
Inglés
ISBN 10 
1260462293
ISBN 13 
9781260462296
Encuadernación
Tapa dura
Número de páginas
560
Contacto del fabricante
no disponible
Persona responsable
no disponible

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

Edición Destacada

ISBN 10:  9354601413 ISBN 13:  9789354601415
Editorial: MC GRAW HILL INDIA, 2021
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