Machine learning and deep learning using Python and Tensorflow
Konasani, Venkat Reddy,
Machine learning and deep learning using Python and Tensorflow Book / Venkat Reddy Konasani, Shailendra Kadre. - xix, 533 pages : illustrations ; 27 cm
Includes index
"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."--
All.
9781260462296 (hardback) 1260462293
2020949936
Machine learning.
Neural networks (Computer science)
Python (Computer program language)
Artificial intelligence.
Artificial intelligence.
Machine learning.
Neural networks (Computer science)
Python (Computer program language)
006.31
Machine learning and deep learning using Python and Tensorflow Book / Venkat Reddy Konasani, Shailendra Kadre. - xix, 533 pages : illustrations ; 27 cm
Includes index
"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."--
All.
9781260462296 (hardback) 1260462293
2020949936
Machine learning.
Neural networks (Computer science)
Python (Computer program language)
Artificial intelligence.
Artificial intelligence.
Machine learning.
Neural networks (Computer science)
Python (Computer program language)
006.31