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[FreeTutorials.Eu] [UDEMY] Artificial Intelligence for Business [FTU]

[FreeTutorials.Eu] [UDEMY] Artificial Intelligence for Business [FTU]

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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/








File list
  • [FreeTutorials.Eu] [UDEMY] Artificial Intelligence for Business [FTU]
  • 01. Introduction/1. Updates on Udemy Reviews.mp4 45.2 MB
  • 01. Introduction/1. Updates on Udemy Reviews.vtt 2.8 KB
  • 01. Introduction/2. Introduction.mp4 88.2 MB
  • 01. Introduction/2. Introduction.vtt 16.9 KB
  • 01. Introduction/3. The Book.html 1.6 KB
  • 01. Introduction/3.1 Artificial_Intelligence_for_Business.pdf.pdf 65 MB
  • 02. -- PART 1 - OPTIMIZING BUSINESS PROCESSES --/1. Welcome to Part 1 - Optimizing Business Process.html 779 B
  • 03. Case Study/1. Optimizing Business Processes - Step 1.mp4 33.3 MB
  • 03. Case Study/1. Optimizing Business Processes - Step 1.vtt 6 KB
  • 03. Case Study/2. Optimizing Business Processes - Step 2.mp4 11.6 MB
  • 03. Case Study/2. Optimizing Business Processes - Step 2.vtt 2.3 KB
  • 03. Case Study/3. Optimizing Business Processes - Step 3.mp4 24.8 MB
  • 03. Case Study/3. Optimizing Business Processes - Step 3.vtt 5.9 KB
  • 03. Case Study/4. Optimizing Business Processes - Step 4.mp4 40.9 MB
  • 03. Case Study/4. Optimizing Business Processes - Step 4.vtt 8.4 KB
  • 04. AI Solution/1. Welcome to the Intuition Section.html 2 KB
  • 04. AI Solution/10. Temporal Difference.mp4 97.2 MB
  • 04. AI Solution/10. Temporal Difference.vtt 24.9 KB
  • 04. AI Solution/11. Q-Learning Visualization.mp4 109.9 MB
  • 04. AI Solution/11. Q-Learning Visualization.vtt 18.3 KB
  • 04. AI Solution/2. Plan of Attack.mp4 18.6 MB
  • 04. AI Solution/2. Plan of Attack.vtt 5 KB
  • 04. AI Solution/3. What is Reinforcement Learning.mp4 68.6 MB
  • 04. AI Solution/3. What is Reinforcement Learning.vtt 16 KB
  • 04. AI Solution/4. The Bellman Equation.mp4 95.1 MB
  • 04. AI Solution/4. The Bellman Equation.vtt 26.4 KB
  • 04. AI Solution/5. The Plan.mp4 12.4 MB
  • 04. AI Solution/5. The Plan.vtt 3.2 KB
  • 04. AI Solution/6. Markov Decision Process.mp4 94.3 MB
  • 04. AI Solution/6. Markov Decision Process.vtt 23.2 KB
  • 04. AI Solution/7. Policy vs Plan.mp4 71.7 MB
  • 04. AI Solution/7. Policy vs Plan.vtt 18.5 KB
  • 04. AI Solution/8. Living Penalty.mp4 61.4 MB
  • 04. AI Solution/8. Living Penalty.vtt 12.4 KB
  • 04. AI Solution/9. Q-Learning Intuition.mp4 79.1 MB
  • 04. AI Solution/9. Q-Learning Intuition.vtt 19 KB
  • 05. Implementation/1. Optimizing Business Processes - Step 5.mp4 58.4 MB
  • 05. Implementation/1. Optimizing Business Processes - Step 5.vtt 10.7 KB
  • 05. Implementation/10. Optimizing Business Processes - Step 14.mp4 78.7 MB
  • 05. Implementation/10. Optimizing Business Processes - Step 14.vtt 10.3 KB
  • 05. Implementation/11. Optimizing Business Processes - Step 15.mp4 54.3 MB
  • 05. Implementation/11. Optimizing Business Processes - Step 15.vtt 6.1 KB
  • 05. Implementation/12. Optimizing Business Processes - Step 16.mp4 79.1 MB
  • 05. Implementation/12. Optimizing Business Processes - Step 16.vtt 8.9 KB
  • 05. Implementation/13. Optimizing Business Processes - Step 17.mp4 53.2 MB
  • 05. Implementation/13. Optimizing Business Processes - Step 17.vtt 5.6 KB
  • 05. Implementation/14. Optimizing Business Processes - Step 18.mp4 45.4 MB
  • 05. Implementation/14. Optimizing Business Processes - Step 18.vtt 4.9 KB
  • 05. Implementation/15. Optimizing Business Processes - Step 19.mp4 77.4 MB
  • 05. Implementation/15. Optimizing Business Processes - Step 19.vtt 8.7 KB
  • 05. Implementation/16. Optimizing Business Processes - Step 20.mp4 179.8 MB
  • 05. Implementation/16. Optimizing Business Processes - Step 20.vtt 17 KB
  • 05. Implementation/2. Optimizing Business Processes - Step 6.mp4 27.7 MB
  • 05. Implementation/2. Optimizing Business Processes - Step 6.vtt 4.7 KB
  • 05. Implementation/3. Optimizing Business Processes - Step 7.mp4 45.8 MB
  • 05. Implementation/3. Optimizing Business Processes - Step 7.vtt 6.7 KB
  • 05. Implementation/4. Optimizing Business Processes - Step 8.mp4 66.1 MB
  • 05. Implementation/4. Optimizing Business Processes - Step 8.vtt 10.4 KB
  • 05. Implementation/5. Optimizing Business Processes - Step 9.mp4 44.9 MB
  • 05. Implementation/5. Optimizing Business Processes - Step 9.vtt 6 KB
  • 05. Implementation/6. Optimizing Business Processes - Step 10.mp4 43.9 MB
  • 05. Implementation/6. Optimizing Business Processes - Step 10.vtt 5.5 KB
  • 05. Implementation/7. Optimizing Business Processes - Step 11.mp4 82.4 MB
  • 05. Implementation/7. Optimizing Business Processes - Step 11.vtt 9.8 KB
  • 05. Implementation/8. Optimizing Business Processes - Step 12.mp4 74.1 MB
  • 05. Implementation/8. Optimizing Business Processes - Step 12.vtt 8.9 KB
  • 05. Implementation/9. Optimizing Business Processes - Step 13.mp4 41.3 MB
  • 05. Implementation/9. Optimizing Business Processes - Step 13.vtt 4.1 KB
  • 06. Homework/1. Homework Instruction.html 828 B
  • 06. Homework/2. Homework Solution.mp4 209.9 MB
  • 06. Homework/2. Homework Solution.vtt 23.9 KB
  • 07. -- PART 2 - MINIMIZING COSTS --/1. Welcome to Part 2 - Minimizing Costs.html 1.2 KB
  • 08. Case Study/1. Minimizing Costs - Step 1.mp4 53.1 MB
  • 08. Case Study/1. Minimizing Costs - Step 1.vtt 7.1 KB
  • 08. Case Study/2. Minimizing Costs - Step 2.mp4 57.2 MB
  • 08. Case Study/2. Minimizing Costs - Step 2.vtt 12.3 KB
  • 08. Case Study/3. Minimizing Costs - Step 3.mp4 43.1 MB
  • 08. Case Study/3. Minimizing Costs - Step 3.vtt 7.9 KB
  • 09. AI Solution/1. Welcome to the Intuition Section.html 1.3 KB
  • 09. AI Solution/2. Plan of Attack.mp4 8.7 MB
  • 09. AI Solution/2. Plan of Attack.vtt 3.2 KB
  • 09. AI Solution/3. Deep Q-Learning Intuition - Step 1.mp4 100.2 MB
  • 09. AI Solution/3. Deep Q-Learning Intuition - Step 1.vtt 19.5 KB
  • 09. AI Solution/4. Deep Q-Learning Intuition - Step 2.mp4 43.2 MB
  • 09. AI Solution/4. Deep Q-Learning Intuition - Step 2.vtt 8.4 KB
  • 09. AI Solution/5. Experience Replay.mp4 115.1 MB
  • 09. AI Solution/5. Experience Replay.vtt 20.6 KB
  • 09. AI Solution/6. Action Selection Policies.mp4 137.2 MB
  • 09. AI Solution/6. Action Selection Policies.vtt 21.3 KB
  • 10. Implementation/10. Minimizing Costs - Step 13.mp4 54.2 MB
  • 10. Implementation/10. Minimizing Costs - Step 13.vtt 5.1 KB
  • 10. Implementation/11. Minimizing Costs - Step 14.mp4 103 MB
  • 10. Implementation/11. Minimizing Costs - Step 14.vtt 10.3 KB
  • 10. Implementation/12. Minimizing Costs - Step 15.mp4 87.4 MB
  • 10. Implementation/12. Minimizing Costs - Step 15.vtt 8.5 KB
  • 10. Implementation/13. Minimizing Costs - Step 16.mp4 29.3 MB
  • 10. Implementation/13. Minimizing Costs - Step 16.vtt 2.9 KB
  • 10. Implementation/14. Minimizing Costs - Step 17.mp4 71.7 MB
  • 10. Implementation/14. Minimizing Costs - Step 17.vtt 8.9 KB

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