Download PDF Machine Learning for Business Analytics: Concepts, Techniques, and Applications in Python by Galit Shmueli, Peter C. Bruce, Peter Gedeck, Nitin R. Patel

Download Book ➡ Link
Read Book Online ➡ Link

Free online book free download Machine Learning for Business Analytics: Concepts, Techniques, and Applications in Python iBook PDF MOBI in English by Galit Shmueli, Peter C. Bruce, Peter Gedeck, Nitin R. Patel

Overview

Machine Learning for Business Analytics: Concepts, Techniques, and Applications in Python is a comprehensive introduction to and an overview of the methods that underlie modern AI. This best-selling textbook covers both statistical and machine learning (AI) algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, network analytics and generative AI. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This is the second Python edition of Machine Learning for Business Analytics. This edition also includes: A new chapter on generative AI (large language models or LLMs, and image generation) An expanded chapter on deep learning A new chapter on experimental feedback techniques including A/B testing, uplift modeling, and reinforcement learning A new chapter on responsible data science Updates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their students A full chapter of cases demonstrating applications for the machine learning techniques End-of-chapter exercises with data A companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutions This textbook is an ideal resource for upper-level undergraduate and graduate level courses in AI, data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.

Other ebooks: [Pdf/ePub] Five Views on the Gospel by Michael Horton, Scot McKnight, David A. deSilva, Julie C Ma, Shively T.J Smith download ebook pdf , Cornelius: The Merry Life of a Wretched Dog by Marc Torices, Andrea Rosenberg on Iphone New Format pdf , PDF [DOWNLOAD] The Nightshade God by Hannah Whitten on Iphone pdf , Read [pdf]> Riverbay Road Men's Dormitory (Novel) Vol. 2 by Fei Tian Ye Xiang pdf , LA CASA DE LA BESTIA Michelle Wong pdf , TÉLÉCHARGER [PDF] Les conditions idéales pdf , {téléchargement} Invincible Univers - Tech Jacket T01 pdf , Descargar [PDF] {EPUB} REDES CISCO. CCNP A FONDO: GUIA DE ESTUDIO PARA PROFESIONALES pdf , Télécharger PDF A l'abri des montagnes pdf , TÉLÉCHARGER [PDF] {EPUB} Twisted Wishes - Twisted Wishes, #1 pdf , Descargar ebook TU PODER OCULTO | Descarga Libros Gratis (PDF - EPUB) pdf , [download pdf] Ascendance of a Bookworm: Part 5 Volume 10 (Light Novel) by Miya Kazuki, Yu Shiina, Quof pdf , [PDF, EPUB] Download Gohan: Everyday Japanese Cooking: Memories and Stories from My Family's Kitchen by Emiko Davies Full Book pdf .