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[UDEMY] Artificial Intelligence for Business [FTU]

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[UDEMY] Artificial Intelligence for Business [FTU] (Size: 7.8 GB)
  1. Homework Instruction.html 614.4 B
  1. Maximizing Revenues - Step 1.mp4 33.1 MB
  1. Maximizing Revenues - Step 1.vtt 6 KB
  1. Maximizing Revenues - Step 4.mp4 55.5 MB
  1. Maximizing Revenues - Step 4.vtt 10.2 KB
  1. Minimizing Costs - Step 1.mp4 53.1 MB
  1. Minimizing Costs - Step 1.vtt 7.1 KB
  1. Minimizing Costs - Step 4.mp4 36.2 MB
  1. Minimizing Costs - Step 4.vtt 7 KB
  1. Optimizing Business Processes - Step 1.mp4 33.3 MB
  1. Optimizing Business Processes - Step 1.vtt 6 KB
  1. Optimizing Business Processes - Step 5.mp4 58.4 MB
  1. Optimizing Business Processes - Step 5.vtt 10.7 KB
  1. Plan of Attack.mp4 11.9 MB
  1. Plan of Attack.vtt 3.5 KB
  1. Updates on Udemy Reviews.mp4 45.2 MB
  1. Updates on Udemy Reviews.vtt 2.8 KB
  1. Welcome to Part 1 - Optimizing Business Process.html 819.2 B
  1. Welcome to Part 2 - Minimizing Costs.html 1.2 KB
  1. Welcome to Part 3 - Maximizing Revenues.html 921.6 B
  1. Welcome to the Intuition Section.html 614.4 B
  10. Maximizing Revenues - Step 13.mp4 23.4 MB
  10. Maximizing Revenues - Step 13.vtt 2.4 KB
  10. Minimizing Costs - Step 13.mp4 54.2 MB
  10. Minimizing Costs - Step 13.vtt 5.1 KB
  10. Optimizing Business Processes - Step 14.mp4 78.7 MB
  10. Optimizing Business Processes - Step 14.vtt 10.3 KB
  10. Temporal Difference.mp4 97.2 MB
  10. Temporal Difference.vtt 24.9 KB
  11. Maximizing Revenues - Step 14.mp4 74.2 MB
  11. Maximizing Revenues - Step 14.vtt 7.5 KB
  11. Minimizing Costs - Step 14.mp4 103 MB
  11. Minimizing Costs - Step 14.vtt 10.3 KB
  11. Optimizing Business Processes - Step 15.mp4 54.3 MB
  11. Optimizing Business Processes - Step 15.vtt 6.1 KB
  11. Q-Learning Visualization.mp4 109.9 MB
  11. Q-Learning Visualization.vtt 18.3 KB
  12. Maximizing Revenues - Step 15.mp4 89.1 MB
  12. Maximizing Revenues - Step 15.vtt 8.9 KB
  12. Minimizing Costs - Step 15.mp4 87.4 MB
  12. Minimizing Costs - Step 15.vtt 8.5 KB
  12. Optimizing Business Processes - Step 16.mp4 79.1 MB
  12. Optimizing Business Processes - Step 16.vtt 8.9 KB
  13. Maximizing Revenues - Step 16.mp4 157.7 MB
  13. Maximizing Revenues - Step 16.vtt 14.4 KB
  13. Minimizing Costs - Step 16.mp4 29.3 MB
  13. Minimizing Costs - Step 16.vtt 2.9 KB
  13. Optimizing Business Processes - Step 17.mp4 53.2 MB
  13. Optimizing Business Processes - Step 17.vtt 5.6 KB
  14. Minimizing Costs - Step 17.mp4 71.7 MB
  14. Minimizing Costs - Step 17.vtt 8.9 KB
  14. Optimizing Business Processes - Step 18.mp4 45.4 MB
  14. Optimizing Business Processes - Step 18.vtt 4.9 KB
  15. Minimizing Costs - Step 18.mp4 39.4 MB
  15. Minimizing Costs - Step 18.vtt 6.2 KB
  15. Optimizing Business Processes - Step 19.mp4 77.4 MB
  15. Optimizing Business Processes - Step 19.vtt 8.7 KB
  16. Minimizing Costs - Step 19.mp4 139.9 MB
  16. Minimizing Costs - Step 19.vtt 15.1 KB
  16. Optimizing Business Processes - Step 20.mp4 179.8 MB
  16. Optimizing Business Processes - Step 20.vtt 17 KB
  17. Minimizing Costs - Step 20.mp4 88.7 MB
  17. Minimizing Costs - Step 20.vtt 10.7 KB
  18. Minimizing Costs - Step 21.mp4 35 MB
  18. Minimizing Costs - Step 21.vtt 5.5 KB
  19. Minimizing Costs - Step 22.mp4 53.5 MB
  19. Minimizing Costs - Step 22.vtt 7.3 KB
  2. Homework Solution.html 3.9 KB
  2. Homework Solution.mp4 209.8 MB
  2. Homework Solution.vtt 18.7 KB
  2. Introduction.mp4 88.2 MB
  2. Introduction.vtt 16.9 KB
  2. Maximizing Revenues - Step 2.mp4 55.3 MB
  2. Maximizing Revenues - Step 2.vtt 11 KB
  2. Maximizing Revenues - Step 5.mp4 28.3 MB
  2. Maximizing Revenues - Step 5.vtt 5.3 KB
  2. Minimizing Costs - Step 2.mp4 57.2 MB
  2. Minimizing Costs - Step 2.vtt 12.3 KB
  2. Minimizing Costs - Step 5.mp4 87.7 MB
  2. Minimizing Costs - Step 5.vtt 13.5 KB
  2. Optimizing Business Processes - Step 2.mp4 11.6 MB
  2. Optimizing Business Processes - Step 2.vtt 2.3 KB
  2. Optimizing Business Processes - Step 6.mp4 27.7 MB
  2. Optimizing Business Processes - Step 6.vtt 4.7 KB
  2. Plan of Attack.mp4 8.7 MB
  2. Plan of Attack.vtt 3.2 KB
  2. The Multi-Armed Bandit Problem.mp4 113.4 MB
  2. The Multi-Armed Bandit Problem.vtt 19.4 KB
  2. The Neuron.mp4 98.8 MB
  2. The Neuron.vtt 21.6 KB
  20. Minimizing Costs - Step 23.mp4 40.6 MB
  20. Minimizing Costs - Step 23.vtt 5.4 KB
  21. Minimizing Costs - Step 24.mp4 110.5 MB
  21. Minimizing Costs - Step 24.vtt 14.8 KB
  22. Minimizing Costs - Step 25.mp4 165.4 MB
  22. Minimizing Costs - Step 25.vtt 18.4 KB
  23. Minimizing Costs - Step 26.mp4 69.1 MB
  23. Minimizing Costs - Step 26.vtt 9.3 KB
  24. Minimizing Costs - Step 27.mp4 72.9 MB
  24. Minimizing Costs - Step 27.vtt 8.6 KB
  25. Minimizing Costs - Step 28.mp4 137.1 MB
  25. Minimizing Costs - Step 28.vtt 14.8 KB
  26. Minimizing Costs - Step 29.mp4 168.6 MB
  26. Minimizing Costs - Step 29.vtt 17.8 KB
  27. Minimizing Costs - Step 30.mp4 72 MB
  27. Minimizing Costs - Step 30.vtt 7.7 KB
  28. Minimizing Costs - Step 31.mp4 142.3 MB
  28. Minimizing Costs - Step 31.vtt 14.4 KB
  29. Minimizing Costs - Step 32.mp4 76.9 MB
  29. Minimizing Costs - Step 32.vtt 8.2 KB
  3. BONUS Dropout.html 3.3 KB
  3. Deep Q-Learning Intuition - Step 1.mp4 100.2 MB
  3. Deep Q-Learning Intuition - Step 1.vtt 19.5 KB
  3. Maximizing Revenues - Step 3.mp4 13.3 MB
  3. Maximizing Revenues - Step 3.vtt 2.6 KB
  3. Maximizing Revenues - Step 6.mp4 70.5 MB
  3. Maximizing Revenues - Step 6.vtt 10.4 KB
  3. Minimizing Costs - Step 3.mp4 43.1 MB
  3. Minimizing Costs - Step 3.vtt 7.9 KB
  3. Minimizing Costs - Step 6.mp4 65.5 MB
  3. Minimizing Costs - Step 6.vtt 7.9 KB
  3. Optimizing Business Processes - Step 3.mp4 24.8 MB
  3. Optimizing Business Processes - Step 3.vtt 5.9 KB
  3. Optimizing Business Processes - Step 7.mp4 45.8 MB
  3. Optimizing Business Processes - Step 7.vtt 6.7 KB
  3. The Activation Function.mp4 45.4 MB
  3. The Activation Function.vtt 10.4 KB
  3. The Book.html 1.6 KB
  3. Thompson Sampling Intuition.mp4 115.2 MB
  3. Thompson Sampling Intuition.vtt 24 KB
  3. What is Reinforcement Learning.mp4 68.6 MB
  3. What is Reinforcement Learning.vtt 16 KB
  3.1 Artificial_Intelligence_for_Business.pdf.pdf 65 MB
  30. Installing Keras.html 1 KB
  31. Minimizing Costs - Step 33.mp4 194.5 MB
  31. Minimizing Costs - Step 33.vtt 17.3 KB
  32. Minimizing Costs - Step 34.mp4 119.2 MB
  32. Minimizing Costs - Step 34.vtt 12.9 KB
  33. Minimizing Costs - Step 35.mp4 96.5 MB
  33. Minimizing Costs - Step 35.vtt 9.1 KB
  34. Minimizing Costs - Step 36.mp4 99 MB
  34. Minimizing Costs - Step 36.vtt 8.6 KB
  4. Deep Q-Learning Intuition - Step 2.mp4 43.2 MB
  4. Deep Q-Learning Intuition - Step 2.vtt 8.4 KB
  4. How do Neural Networks work.mp4 81.9 MB
  4. How do Neural Networks work.vtt 16.8 KB
  4. Maximizing Revenues - Step 7.mp4 89.7 MB
  4. Maximizing Revenues - Step 7.vtt 11.7 KB
  4. Minimizing Costs - Step 7.mp4 102.9 MB
  4. Minimizing Costs - Step 7.vtt 11.8 KB
  4. Optimizing Business Processes - Step 4.mp4 40.9 MB
  4. Optimizing Business Processes - Step 4.vtt 8.4 KB
  4. Optimizing Business Processes - Step 8.mp4 66.1 MB
  4. Optimizing Business Processes - Step 8.vtt 10.4 KB
  4. The Bellman Equation.mp4 95.1 MB
  4. The Bellman Equation.vtt 26.4 KB
  5. Experience Replay.mp4 115.1 MB
  5. Experience Replay.vtt 20.6 KB
  5. How do Neural Networks learn.mp4 112.2 MB
  5. How do Neural Networks learn.vtt 16.5 KB
  5. Maximizing Revenues - Step 8.mp4 78.8 MB
  5. Maximizing Revenues - Step 8.vtt 11.7 KB
  5. Minimizing Costs - Step 8.mp4 100.6 MB
  5. Minimizing Costs - Step 8.vtt 11.9 KB
  5. Optimizing Business Processes - Step 9.mp4 44.9 MB
  5. Optimizing Business Processes - Step 9.vtt 6 KB
  5. The Plan.mp4 12.4 MB
  5. The Plan.vtt 3.2 KB
  6. Action Selection Policies.mp4 137.2 MB
  6. Action Selection Policies.vtt 21.3 KB
  6. Gradient Descent.mp4 60.6 MB
  6. Gradient Descent.vtt 12.3 KB
  6. Markov Decision Process.mp4 94.3 MB
  6. Markov Decision Process.vtt 23.2 KB
  6. Maximizing Revenues - Step 9.mp4 66.8 MB
  6. Maximizing Revenues - Step 9.vtt 8.4 KB
  6. Minimizing Costs - Step 9.mp4 53.7 MB
  6. Minimizing Costs - Step 9.vtt 6 KB
  6. Optimizing Business Processes - Step 10.mp4 43.9 MB
  6. Optimizing Business Processes - Step 10.vtt 5.5 KB
  7. Maximizing Revenues - Step 10.mp4 72.1 MB
  7. Maximizing Revenues - Step 10.vtt 8.8 KB
  7. Minimizing Costs - Step 10.mp4 106 MB
  7. Minimizing Costs - Step 10.vtt 10.9 KB
  7. Optimizing Business Processes - Step 11.mp4 82.4 MB
  7. Optimizing Business Processes - Step 11.vtt 9.8 KB
  7. Policy vs Plan.mp4 71.7 MB
  7. Policy vs Plan.vtt 18.5 KB
  7. Stochastic Gradient Descent.mp4 67.3 MB
  7. Stochastic Gradient Descent.vtt 10.8 KB
  8. Back-Propagation.mp4 43.2 MB
  8. Back-Propagation.vtt 6.4 KB
  8. Living Penalty.mp4 61.4 MB
  8. Living Penalty.vtt 12.4 KB
  8. Maximizing Revenues - Step 11.mp4 63.1 MB
  8. Maximizing Revenues - Step 11.vtt 7 KB
  8. Minimizing Costs - Step 11.mp4 129.4 MB
  8. Minimizing Costs - Step 11.vtt 11.8 KB
  8. Optimizing Business Processes - Step 12.mp4 74.1 MB
  8. Optimizing Business Processes - Step 12.vtt 8.9 KB
  9. Maximizing Revenues - Step 12.mp4 99.9 MB
  9. Maximizing Revenues - Step 12.vtt 10.3 KB
  9. Minimizing Costs - Step 12.mp4 119.6 MB
  9. Minimizing Costs - Step 12.vtt 12 KB
  9. Optimizing Business Processes - Step 13.mp4 41.3 MB
  9. Optimizing Business Processes - Step 13.vtt 4.1 KB
  9. Q-Learning Intuition.mp4 79.1 MB
  9. Q-Learning Intuition.vtt 19 KB
  Discuss.FreeTutorials.Us.html 165.7 KB
  FreeCoursesOnline.Me.html 108.3 KB
  FreeTutorials.Eu.html 102.2 KB
  How you can help Team-FTU.txt 307.2 B
  Torrent Downloaded From GloDls.to.txt 102.4 B
  [TGx]Downloaded from torrentgalaxy.org.txt 512 B
  ▲ 222 total files

Description


Solve Real World Business Problems with AI Solutions

Created by : Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
Last updated : 1/2019
Language : English
Caption (CC) : Included
Torrent Contains : 222 Files, 17 Folders
Course Source : https://www.udemy.com/ai-for-business/

What you'll learn

• OPTIMIZE BUSINESS PROCESSES
• Master the General AI Framework
• 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

Requirements

• High School Maths
• Basic Python Knowledge

Description

Structure of the course :

Part 1 - Optimizing Business Processes
Case Study: Optimizing the Flows in an E-Commerce Warehouse
AI Solution: Q-Learning

Part 2 - Minimizing Costs
Case Study: Minimizing the Costs in Energy Consumption of a Data Center
AI Solution: Deep Q-Learning

Part 3 - Maximizing Revenues
Case Study: Maximizing Revenue of an Online Retail Business
AI Solution: Thompson Sampling

Real World Business Applications :

With Artificial Intelligence, you can do three main things for any business:

1. Optimize Business Processes
2. Minimize Costs
3. Maximize Revenues

We will show you exactly how to succeed these applications, through Real World Business case studies. And for each of these applications we will build a separate AI to solve the challenge.

In Part 1 - Optimizing Processes, we will build an AI that will optimize the flows in an E-Commerce warehouse.

In Part 2 - Minimizing Costs, we will build a more advanced AI that will minimize the costs in energy consumption of a data center by more than 50%! Just as Google did last year thanks to DeepMind.

In Part 3 - Maximizing Revenues, we will build a different AI that will maximize revenue of an Online Retail Business, making it earn more than 1 Billion dollars in revenue!

But that's not all, this time, and for the first time, we’ve prepared a huge innovation for you. With this course, you will get an incredible extra product, highly valuable for your career:

"a 100-pages book covering everything about Artificial Intelligence for Business!".

The Book :

This book includes:

• 100 pages of crystal clear explanations, written in beautiful and clean latex
• All the AI intuition and theory, including the math explained in detail
• The three Case Studies of the course, and their solutions
• Three different AI models, including Q-Learning, Deep Q-Learning, and Thompson Sampling
• Code Templates
• Homework and their solutions for you to practice
• Plus, lots of extra techniques and tips like saving and loading models, early stopping, and much much more.

Conclusion :

If you want to land a top-paying job or create your very own successful business in AI, then this is the course you need.

Take your AI career to new heights today with Artificial Intelligence for Business -- the ultimate AI course to propel your career further.

Who this course is for :

• Business Driven people, who are eager to learn how to leverage AI to optimize their Business, maximize profitability and efficiency
• AI practitioners, who want to know what projects they can offer to their Employees
• Aspiring Data Scientists, looking for Business Cases to add to their Portfolio
• Technology Enthusiasts interested in leveraging Machine Learning and Artificial Intelligence to solve Business Problems
• Consultants, who want to transition companies into AI Driven Businesses.

For More Udemy Free Courses >>> http://www.freetutorials.eu
For more Lynda and other Courses >>> https://www.freecoursesonline.me/
Our Forum for discussion >>> https://discuss.freetutorials.eu/



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