02972cam a22004217i 4500 21795607 EG-ScBUE 20220302104116.0 201109t2021 nyua f b 001 0 eng d 9781260462296 1260462293 (OCoLC)on1245422280 NWQ eng rda NWQ OCLCO YDXIT OCLCF DLC EG-ScBUE 006.31 22 KON Konasani, Venkat Reddy, author. Machine learning and deep learning using Python and Tensorflow / Venkat Reddy Konasani, Shailendra Kadre. New York : McGraw-Hill, [2021] ©2021 xix, 533 pages : illustrations ; 27 cm text txt rdacontent unmediated n rdamedia volume nc rdacarrier Includes bibliographical references and index. Introduction to machine learning and deep learning -- Basics of Python programming and statistics -- 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. "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."-- Page 4 of cover. TensorFlow. BUEsh Machine learning. BUEsh Neural networks (Computer science) BUEsh Python (Computer program language) BUEsh Artificial intelligence. BUEsh 37100 COMSCI February2022 Reading book 34232 Kadre, Shailendra, author. 7 cbc copycat 2 ncip 20 y-gencatlg ddc BB 29813 29784 0 0 ddc 0 0 Alahram MAIN MAIN LOW 2022-03-02 Purchase 1699.00 281 1 10 006.31 KON 000056172 2025-07-15 00:00:00 2023-10-04 2123.75 2022-03-02 BB