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Data Science Videos

Decision Making Under Uncertainty

Analyzing the four policies
Background and relevance
Buffers to Cushion for Fluctuations
Concluding Remarks and Simpson
Continuous random variables - characterisitcs and examples
Costs%2C Ratings%2C Options and Choices for both Restaurants
Criteria%2C Objectives and Settings for Decisions
DTMC Modeling and Analysis
Decision Trees
Decisions in Game Shows - Final Jeopardy
Decisions in Game Shows - Monte Hall
Discrete random variables
Examples of managing uncertainty and making decisions
Expected Value - Mean%2C Variance and Functions
Exploration and Exploitation
Introduction to one-time decisions
Introduction to sequential decision making
Markov Chains for Decisions
Markov Decision Process Set Up
Multiple Random Variables - Discrete and Continuous
Nested one-time decisions
Newsvendor Problem - Background%2C Model and Analysis
Newsvendor Problem - Example and Proof
Probability - Events%2C Conditioning and Total Probability
Project Network and Analysis
Risk%2C uncertainty and variability
Route Planning
Safety Stock for Inventories
Safety Stock - Example and Derivation
Solving the secretary problem
Tutorial - How to Install Octave and using Octave
Two Stage Stochastic Optimization
Utility Function
Which option to gamble just once -

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