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0.38 KB
Introduction
001. Prescriptive Analytics Introduction en.srt
5.92 KB
001. Prescriptive Analytics Introduction.mp4
28.80 MB
Lesson 1 Introduction to Prescriptive Analytics and Optimal Decision-Making
001. Topics en.srt
1.40 KB
001. Topics.mp4
7.99 MB
002. 1.1 Overview of Business Analytics and Data Science en.srt
18.03 KB
002. 1.1 Overview of Business Analytics and Data Science.mp4
50.24 MB
003. 1.2 An Overview of the Human Decision-Making Process en.srt
11.84 KB
003. 1.2 An Overview of the Human Decision-Making Process.mp4
37.34 MB
004. 1.3 A Simple Timeline and Taxonomy for Business Analytics.mp4
46.50 MB
005. 1.4 Analytics Success Story UPS’s ORION Project.mp4
50.93 MB
Lesson 2 Optimal Decision-Making with Linear Programming
001. Topics.mp4
5.68 MB
002. 2.1 Introduction to Optimization and Linear Programming.mp4
50.66 MB
003. 2.2 Linear Programming.mp4
46.37 MB
004. 2.3 Graphic Solution for Linear Programming Problems.mp4
51.69 MB
005. 2.4 Solving Optimization Problems in Excel with Solver Add-In.mp4
142.88 MB
Lesson 3 Heuristic Optimization with EvolutionaryGenetic Algorithms
001. Topics.mp4
5.51 MB
002. 3.1 Heuristic Programming.mp4
60.68 MB
003. 3.2 Genetic Algorithms.mp4
24.18 MB
004. 3.3 How Genetic Algorithms Work.mp4
45.86 MB
005. 3.4 GA Application in Excel.mp4
78.34 MB
Lesson 4 Simulation Modeling for Decision-Making
001. Topics.mp4
5.97 MB
002. 4.1 Basics of Simulation Modeling.mp4
27.76 MB
003. 4.2 Applications and Types of Simulation.mp4
49.22 MB
004. 4.3 Simulation Development Process.mp4
38.12 MB
005. 4.4 Monte-Carlo Simulation (with Excel).mp4
66.46 MB
006. 4.5 Process Simulation (with Simio).mp4
86.82 MB
Lesson 5 Multi-Criteria Decision-Making Methods
001. Topics.mp4
6.57 MB
002. 5.1 MCDM and Types of Decisions.mp4
44.15 MB
003. 5.2 Weighted Sum Model.mp4
39.86 MB
004. 5.3 Analytic Hierarchy Process.mp4
48.86 MB
005. 5.4 Analytic Network Process.mp4
28.21 MB
006. 5.5 Fuzzy Logic for Imprecise Information and Reasoning.mp4
30.02 MB
Lesson 6 Expert System-Based Decisioning Systems
001. Topics.mp4
5.21 MB
002. 6.1 Expert System as Part of AI.mp4
60.53 MB
003. 6.2 Overview and Application of ES.mp4
40.53 MB
004. 6.3 Structure of an Expert System.mp4
56.60 MB
005. 6.4 Case-based Reasoning Systems.mp4
40.06 MB
Lesson 7 The Future of Prescriptive Analytics
001. Topics.mp4
6.29 MB
002. 7.1 Big Data, Analytics, and the IoT Systems.mp4
95.69 MB
003. 7.2 Deep Learning versus Shallow Learning.mp4
50.49 MB
004. 7.3 Cognitive Computing and Searching.mp4
52.11 MB
005. 7.4 Demonstration of Big Data Technologies on the Cloud.mp4
112.57 MB
Summary
001. Prescriptive Analytics Summary.mp4
24.15 MB
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