The Great Courses No 1342: Mathematical Decision Making: Predictive Models And Optimization


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Torrent File Content (27 files)


TGC - Mathematical Decision Making
     01_The Operations Research Superhighway.mp3 -
29.95 MB

     02_Forecasting with Simple Linear Regression.mp3 -
28.89 MB

     03_Nonlinear Trends and Multiple Regression.mp3 -
29 MB

     04_Time Series Forecasting.mp3 -
28.94 MB

     05_Data Mining Exploration and Prediction.mp3 -
29.21 MB

     06_Data Mining for Affinity and Clustering.mp3 -
27.4 MB

     07_Optimization Goals, Decisions, and Constraints.mp3 -
26.44 MB

     08_Linear Programming and Optimal Network Flow.mp3 -
29.06 MB

     09_Scheduling and Multiperiod Planning.mp3 -
26.87 MB

     10_Visualizing Solutions to Linear Programs.mp3 -
28.19 MB

     11_Solving Linear Programs in a Spreadsheet.mp3 -
28.45 MB

     12_Sensitivity Analysis Trust the Answer.mp3 -
28.5 MB

     13_Integer Programming All or Nothing.mp3 -
28.69 MB

     14_Where Is the Efficiency Frontier.mp3 -
29.21 MB

     15_Programs with Multiple Goals.mp3 -
27.23 MB

     16_Optimization in a Nonlinear Landscape.mp3 -
28.71 MB

     17_Nonlinear Models Best Location, Best Pricing.mp3 -
29.86 MB

     18_Randomness, Probability, and Expectation.mp3 -
29.61 MB

     19_Decision Trees Which Scenario Is Best.mp3 -
28.58 MB

     20_Bayesian Analysis of New Information.mp3 -
27.93 MB

     21_Markov Models How a Random Walk Evolves.mp3 -
28.73 MB

     22_Queuing Why Waiting Lines Work or Fail.mp3 -
27.86 MB

     23_Monte Carlo Simulation for a Better Job Bid.mp3 -
27.73 MB

     24_Stochastic Optimization and Risk.mp3 -
29.51 MB

     cover.jpg -
45.8 KB

     Mathematical Decision Making.pdf -
1.58 MB

     Torrent downloaded from Demonoid.ooo.txt -
48 bytes



Description



Audio Books : Educational : MP3/128Kbps : English


The Great Courses No.1342: Mathematical Decision Making: Predictive Models And Optimization

24 lectures | 31 minutes each | Year Released: 2015
MPEG-3 | 128 Kbps, 44.1 KHz, 2 channels | English | 686 Mb

Website: http://www.thegreatcourses.com/courses/mathematical-optimization-techniques.html

Synopsis: Not so long ago, executives faced with complex problems made decisions based on experience, intuition, and no small measure of luck. But now there’s a better way. In recent decades, mathematics and computer science have perfected formerly top-secret techniques for predicting the best possible outcomes when faced with conflicting options. This field goes by different names—analytics, operations research, linear and nonlinear programming, management science—but its purpose is simple: to apply quantitative methods to help business managers, public servants, investors, scientific researchers, and problem solvers of all kinds make better decisions.

Content:

01.The Operations Research Superhighway
02.Forecasting with Simple Linear Regression
03.Nonlinear Trends and Multiple Regression
04.Time Series Forecasting
05.Data Mining: Exploration and Prediction
06.Data Mining for Affinity and Clustering
07.Optimization: Goals, Decisions, and Constraints
08.Linear Programming and Optimal Network Flow
09.Scheduling and Multiperiod Planning
10.Visualizing Solutions to Linear Programs
11.Solving Linear Programs in a Spreadsheet
12.Sensitivity Analysis: Trust the Answer?
13.Integer Programming: All or Nothing
14.Where Is the Efficiency Frontier?
15.Programs with Multiple Goals
16.Optimization in a Nonlinear Landscape
17.Nonlinear Models: Best Location, Best Pricing
18.Randomness, Probability, and Expectation
19.Decision Trees: Which Scenario Is Best?
20.Bayesian Analysis of New Information
21.Markov Models: How a Random Walk Evolves
22.Queuing: Why Waiting Lines Work or Fail
23.Monte Carlo Simulation for a Better Job Bid
24.Stochastic Optimization and Risk

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