00000cam a22000003i 4500 UP-1685594773862467530 Buklod 20230816141446.0 m | | ta 230816s2021 nyua rb |001 0|eng d 9781260462296 1260462293 (iLib)UPBAG-00046823888 BC-73324 Forefront Book Co., Inc. Php7,480.00 DLC BAG rda eng Q 325.5 K66 2021 Konasani, Venkat Reddy author. Machine learning and deep learning using Python and Tensorflow Venkata Reddy Konasani, Shailendra Kadre. New York McGraw-Hill 2021. xix, 533 pages illustrations 27 cm text rdacontent unmediated rdamedia volume 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. Machine learning. Neural networks (Computer science) Python (Computer program language) Artificial intelligence. Kadre, Shailendra author. FO UPBAG UPBAG-MAIN Q 325.5 K66 2021 UPD DSTC Q 325.5 K66 2021 Book