[Pdf/ePub] Prescriptive Analytics with AI: A Practical Guide to Optimization, Decisions, and Intelligent Automation by Beni Asllani download ebook

Download Book ➡ Link
Read Book Online ➡ Link

Book free download pdf Prescriptive Analytics with AI: A Practical Guide to Optimization, Decisions, and Intelligent Automation 9798218859664 by Beni Asllani in English RTF MOBI FB2

Overview

Prescriptive Analytics with AI represents a new generation of decision-analytics education. It blends mathematical rigor with conversational modeling and real-time guidance from generative AI systems. Traditionally, optimization and decision modeling have been perceived as highly technical fields that require advanced mathematical fluency. This book removes those barriers by showing how artificial intelligence can act as a true collaborator and by turning complex analytical thinking into an accessible and intuitive process.The book builds on the author's earlier work, Business Analytics with Management Science Models and Methods (Pearson/FT Press), while fully modernizing the approach for the AI era. Earlier methods relied on spreadsheets, manual formulations, and classical algorithms. Today's analysts can describe a problem conversationally and receive a working model in seconds. With the right prompts, generative AI helps formulate constraints, create Python code, test scenarios, and highlight decision insights.Each chapter follows a consistent learning framework: understand the problem context, define the decision elements, use prompts to generate or refine the model, solve and interpret results, and reflect on the managerial implications. Readers encounter a rich blend of linear, integer, nonlinear, and goal programming, as well as decision and sensitivity analysis, forecasting, and simulation. Each topic is supported by AI-driven examples that accelerate learning while strengthening conceptual understanding.A hallmark of this book is its commitment to making prescriptive analytics, mathematical expressions, and formulas more accessible. For many learners, mathematics has been a barrier to mastering optimization. Through prompt-based instruction, clear conceptual explanations, and AI-generated scaffolding, the book shows how complex models can be understood without sacrificing accuracy or analytical depth.To reinforce learning, each chapter includes fully worked examples, AI insights, review questions, and practice exercises. A companion website at PromptJet.ai/prescriptive offers complete Python source code, prompt templates, additional practice materials, and step-by-step solutions to end-of-chapter exercises.Whether you are a student, instructor, analyst, or manager, this book provides an engaging, intuitive, and practical way to master prescriptive analytics in the age of intelligent systems. It demonstrates that AI's highest value is not to replace human judgment but to amplify it. By combining human reasoning with intelligent automation, prescriptive analytics becomes more transparent, collaborative, and effective.

Other ebooks: [PDF] Download What Is Life?: Evolution as Computation by Blaise Aguera y Arcas pdf , Read online: The Fragrant Flower Blooms With Dignity 8 by Saka Mikami pdf , [PDF] EL ESPAÑOL descargar gratis pdf , Descargar PDF TODA LA VIDA ES HOY pdf , Read online: The Cambridge Companion to Folk Music by Ross Cole pdf , [PDF] Download On the Art and Craft of Doing Science by Kenneth Catania pdf , EL VISITANTE STEPHEN KING pdf , Death by Astonishment: Confronting the Mystery of the World's Strangest Drug by Andrew R. Gallimore, Graham Hancock on Ipad pdf , [PDF] Download VR Troopers/Power Rangers Flipbook Facsimile Edition #5 by Frank Strom, Fabian Nicieza, Tod Smith, Steve Ditko pdf , Read [pdf]> Secret Sauce: How to make anything delicious by Rosheen Kaul pdf , [download pdf] Rick Owens: Temple of Love by Rick Owens, Miren Arzalluz, Alexandre Samson pdf , [Pdf/ePub] The Complete Poppy War Trilogy Boxed Set: The Poppy War / The Dragon Republic / The Burning God by R. F. Kuang download ebook pdf , Read [Pdf]> The Jewish Way to a Good Life: Find Happiness, Build Community, and Embrace Lovingkindness by Rabbi Shira Stutman pdf , El niño que fui, el adulto que elijo ser: Sana tus heridas emocionales y vive sin culpas ni resentimientos by Dra. María Alejandra Ruiz on Ipad pdf .