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Artificial Intelligence for Business
Solve Real World Business Problems with AI Solutions
OPTIMIZE BUSINESS PROCESSES
Master the General AI Framework
Understand and Implement Q-Learning
Save and Load a model
Build an Optimization Model
Implement Early Stopping
Maximize Efficiency
MAXIMIZE REVENUES
MINIMIZE COSTS
Implement Thompson Sampling
Implement Deep Q-Learning
Leverage AI to make the best decision
Build an AI Environment from scratch
Implement Online Learning
Build an Artificial Brain
Implement Regret Analysis
-------------------- PART 1 - OPTIMIZING BUSINESS PROCESSES --------------------
AI Solution
Implementation
Homework
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Optimizing Business Processes - Step 5 -
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Optimizing Business Processes - Step 6
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Optimizing Business Processes - Step 7
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Optimizing Business Processes - Step 8
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Optimizing Business Processes - Step 19
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Optimizing Business Processes - Step 20
-------------------- PART 2 - MINIMIZING COSTS --------------------
Case Study
Implementation
Homework
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Minimizing Costs - Step 4
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Minimizing Costs - Step 5
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Minimizing Costs - Step 6
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Minimizing Costs - Step 7
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Installing TensorFlow and Keras -
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Minimizing Costs - Step 33
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Minimizing Costs - Step 36
-------------------- PART 3 - MAXIMIZING REVENUES --------------------
Case Study
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