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[ FreeCourseWeb com ] LiveLessons - Prescriptive Analytics
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Introduction
001. Prescriptive Analytics Introduction en.srt
001. Prescriptive Analytics Introduction.mp4
Lesson 1 Introduction to Prescriptive Analytics and Optimal Decision-Making
001. Topics en.srt
001. Topics.mp4
002. 1.1 Overview of Business Analytics and Data Science en.srt
002. 1.1 Overview of Business Analytics and Data Science.mp4
003. 1.2 An Overview of the Human Decision-Making Process en.srt
003. 1.2 An Overview of the Human Decision-Making Process.mp4
004. 1.3 A Simple Timeline and Taxonomy for Business Analytics.mp4
005. 1.4 Analytics Success Story UPS’s ORION Project.mp4
Lesson 2 Optimal Decision-Making with Linear Programming
001. Topics.mp4
002. 2.1 Introduction to Optimization and Linear Programming.mp4
003. 2.2 Linear Programming.mp4
004. 2.3 Graphic Solution for Linear Programming Problems.mp4
005. 2.4 Solving Optimization Problems in Excel with Solver Add-In.mp4
Lesson 3 Heuristic Optimization with EvolutionaryGenetic Algorithms
001. Topics.mp4
002. 3.1 Heuristic Programming.mp4
003. 3.2 Genetic Algorithms.mp4
004. 3.3 How Genetic Algorithms Work.mp4
005. 3.4 GA Application in Excel.mp4
Lesson 4 Simulation Modeling for Decision-Making
001. Topics.mp4
002. 4.1 Basics of Simulation Modeling.mp4
003. 4.2 Applications and Types of Simulation.mp4
004. 4.3 Simulation Development Process.mp4
005. 4.4 Monte-Carlo Simulation (with Excel).mp4
006. 4.5 Process Simulation (with Simio).mp4
Lesson 5 Multi-Criteria Decision-Making Methods
001. Topics.mp4
002. 5.1 MCDM and Types of Decisions.mp4
003. 5.2 Weighted Sum Model.mp4
004. 5.3 Analytic Hierarchy Process.mp4
005. 5.4 Analytic Network Process.mp4
006. 5.5 Fuzzy Logic for Imprecise Information and Reasoning.mp4
Lesson 6 Expert System-Based Decisioning Systems
001. Topics.mp4
002. 6.1 Expert System as Part of AI.mp4
003. 6.2 Overview and Application of ES.mp4
004. 6.3 Structure of an Expert System.mp4
005. 6.4 Case-based Reasoning Systems.mp4
Lesson 7 The Future of Prescriptive Analytics
001. Topics.mp4
002. 7.1 Big Data, Analytics, and the IoT Systems.mp4
003. 7.2 Deep Learning versus Shallow Learning.mp4
004. 7.3 Cognitive Computing and Searching.mp4
005. 7.4 Demonstration of Big Data Technologies on the Cloud.mp4
Summary
001. Prescriptive Analytics Summary.mp4
Torrent description
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