Courses

Artificial Intelligence

Instructor
admin
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Course Description

1) Optimizing business processes 

  • Case study – Optimizing Business Processes – step1 
  • Case study – Optimizing Business processes – step2 
  • Case study – Optimizing Business processes – step3 
  • Case study – Optimizing Business processes –step4 
  • What is reinforcement learning 
  • The Bellman equation 
  • Markov Decision process 
  • Policy vs plan 
  • Living Penalty 
  • Q-learning equation 
  • Temporal Difference 
  • Q-learning visualization 
  • Optimizing Business processes – step 5 
  • Optimizing Business processes – step 6 
  • Optimizing Business processes – step 7 
  • Optimizing Business processes – step 8 
  • Optimizing Business processes – step 9 
  • Optimizing Business processes – step 10 
  • Optimizing Business processes – step 11 
  • Optimizing Business processes – step 12 
  • Optimizing Business processes – step 13 
  • Optimizing Business processes – step 14 
  • Optimizing Business processes – step 15 
  • Optimizing Business processes – step 16 
  • Optimizing Business processes – step 17

2) Minimizing Costs 

  • Minimizing costs – step 1 
  • Minimizing costs – step 2 
  • Minimizing costs – step 3 
  • Deep-Q-Learning 
  • Experience replay 
  • Action selection policies 
  • Minimizing costs implementation 

3) Maximizing revenues 

  • case study on maximizing revenues 
  • The multi armed bandit problem 
  • Thompson sampling 
  • maximizing revenues

About Instructor

  • admin

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