[UDEMY] Artificial Intelligence for Business [FTU] GloDLS

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name:	[UDEMY] Artificial Intelligence for Business [FTU] GloDLS
说明: 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.
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	7.75 GB
哈希信息:	5568B4F727EDC12F471DBC335FF1396F7FB2A0D5
增加:	Prom3th3uS
加入的日期:	2019-02-15 17:19:13
洪流地位:	Torrent Verified

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文件列表:

文件	大小
01. Introduction/1. Updates on Udemy Reviews.mp4	45.25 MB
01. Introduction/1. Updates on Udemy Reviews.vtt	2.83 kB
01. Introduction/2. Introduction.mp4	88.17 MB
01. Introduction/2. Introduction.vtt	16.91 kB
01. Introduction/3. The Book.html	1.64 kB
01. Introduction/3.1 Artificial_Intelligence_for_Business.pdf.pdf	64.96 MB
02. -- PART 1 - OPTIMIZING BUSINESS PROCESSES --/1. Welcome to Part 1 - Optimizing Business Process.html	779.00 B
03. Case Study/1. Optimizing Business Processes - Step 1.mp4	33.33 MB
03. Case Study/1. Optimizing Business Processes - Step 1.vtt	5.97 kB
03. Case Study/2. Optimizing Business Processes - Step 2.mp4	11.60 MB
03. Case Study/2. Optimizing Business Processes - Step 2.vtt	2.30 kB
03. Case Study/3. Optimizing Business Processes - Step 3.mp4	24.83 MB
03. Case Study/3. Optimizing Business Processes - Step 3.vtt	5.94 kB
03. Case Study/4. Optimizing Business Processes - Step 4.mp4	40.90 MB
03. Case Study/4. Optimizing Business Processes - Step 4.vtt	8.37 kB
04. AI Solution/1. Welcome to the Intuition Section.html	2.03 kB
04. AI Solution/10. Temporal Difference.mp4	97.15 MB
04. AI Solution/10. Temporal Difference.vtt	24.86 kB
04. AI Solution/11. Q-Learning Visualization.mp4	109.92 MB
04. AI Solution/11. Q-Learning Visualization.vtt	18.28 kB
04. AI Solution/2. Plan of Attack.mp4	18.56 MB
04. AI Solution/2. Plan of Attack.vtt	4.99 kB
04. AI Solution/3. What is Reinforcement Learning.mp4	68.59 MB
04. AI Solution/3. What is Reinforcement Learning.vtt	15.98 kB
04. AI Solution/4. The Bellman Equation.mp4	95.07 MB
04. AI Solution/4. The Bellman Equation.vtt	26.41 kB
04. AI Solution/5. The Plan.mp4	12.44 MB
04. AI Solution/5. The Plan.vtt	3.18 kB
04. AI Solution/6. Markov Decision Process.mp4	94.32 MB
04. AI Solution/6. Markov Decision Process.vtt	23.21 kB
04. AI Solution/7. Policy vs Plan.mp4	71.70 MB
04. AI Solution/7. Policy vs Plan.vtt	18.49 kB
04. AI Solution/8. Living Penalty.mp4	61.41 MB
04. AI Solution/8. Living Penalty.vtt	12.43 kB
04. AI Solution/9. Q-Learning Intuition.mp4	79.12 MB
04. AI Solution/9. Q-Learning Intuition.vtt	19.04 kB
05. Implementation/1. Optimizing Business Processes - Step 5.mp4	58.44 MB
05. Implementation/1. Optimizing Business Processes - Step 5.vtt	10.71 kB
05. Implementation/10. Optimizing Business Processes - Step 14.mp4	78.69 MB
05. Implementation/10. Optimizing Business Processes - Step 14.vtt	10.34 kB
05. Implementation/11. Optimizing Business Processes - Step 15.mp4	54.26 MB
05. Implementation/11. Optimizing Business Processes - Step 15.vtt	6.13 kB
05. Implementation/12. Optimizing Business Processes - Step 16.mp4	79.14 MB
05. Implementation/12. Optimizing Business Processes - Step 16.vtt	8.91 kB
05. Implementation/13. Optimizing Business Processes - Step 17.mp4	53.23 MB
05. Implementation/13. Optimizing Business Processes - Step 17.vtt	5.55 kB
05. Implementation/14. Optimizing Business Processes - Step 18.mp4	45.39 MB
05. Implementation/14. Optimizing Business Processes - Step 18.vtt	4.91 kB
05. Implementation/15. Optimizing Business Processes - Step 19.mp4	77.38 MB
05. Implementation/15. Optimizing Business Processes - Step 19.vtt	8.67 kB
05. Implementation/16. Optimizing Business Processes - Step 20.mp4	179.79 MB
05. Implementation/16. Optimizing Business Processes - Step 20.vtt	17.04 kB
05. Implementation/2. Optimizing Business Processes - Step 6.mp4	27.74 MB
05. Implementation/2. Optimizing Business Processes - Step 6.vtt	4.72 kB
05. Implementation/3. Optimizing Business Processes - Step 7.mp4	45.77 MB
05. Implementation/3. Optimizing Business Processes - Step 7.vtt	6.69 kB
05. Implementation/4. Optimizing Business Processes - Step 8.mp4	66.06 MB
05. Implementation/4. Optimizing Business Processes - Step 8.vtt	10.44 kB
05. Implementation/5. Optimizing Business Processes - Step 9.mp4	44.87 MB
05. Implementation/5. Optimizing Business Processes - Step 9.vtt	6.05 kB
05. Implementation/6. Optimizing Business Processes - Step 10.mp4	43.91 MB
05. Implementation/6. Optimizing Business Processes - Step 10.vtt	5.48 kB
05. Implementation/7. Optimizing Business Processes - Step 11.mp4	82.39 MB
05. Implementation/7. Optimizing Business Processes - Step 11.vtt	9.78 kB
05. Implementation/8. Optimizing Business Processes - Step 12.mp4	74.08 MB
05. Implementation/8. Optimizing Business Processes - Step 12.vtt	8.92 kB
05. Implementation/9. Optimizing Business Processes - Step 13.mp4	41.26 MB
05. Implementation/9. Optimizing Business Processes - Step 13.vtt	4.11 kB
06. Homework/1. Homework Instruction.html	828.00 B
06. Homework/2. Homework Solution.mp4	209.87 MB
06. Homework/2. Homework Solution.vtt	23.91 kB
07. -- PART 2 - MINIMIZING COSTS --/1. Welcome to Part 2 - Minimizing Costs.html	1.18 kB
08. Case Study/1. Minimizing Costs - Step 1.mp4	53.13 MB
08. Case Study/1. Minimizing Costs - Step 1.vtt	7.07 kB
08. Case Study/2. Minimizing Costs - Step 2.mp4	57.18 MB
08. Case Study/2. Minimizing Costs - Step 2.vtt	12.28 kB
08. Case Study/3. Minimizing Costs - Step 3.mp4	43.07 MB
08. Case Study/3. Minimizing Costs - Step 3.vtt	7.88 kB
09. AI Solution/1. Welcome to the Intuition Section.html	1.33 kB
09. AI Solution/2. Plan of Attack.mp4	8.70 MB
09. AI Solution/2. Plan of Attack.vtt	3.19 kB
09. AI Solution/3. Deep Q-Learning Intuition - Step 1.mp4	100.16 MB
09. AI Solution/3. Deep Q-Learning Intuition - Step 1.vtt	19.51 kB
09. AI Solution/4. Deep Q-Learning Intuition - Step 2.mp4	43.18 MB
09. AI Solution/4. Deep Q-Learning Intuition - Step 2.vtt	8.40 kB
09. AI Solution/5. Experience Replay.mp4	115.11 MB
09. AI Solution/5. Experience Replay.vtt	20.63 kB
09. AI Solution/6. Action Selection Policies.mp4	137.18 MB
09. AI Solution/6. Action Selection Policies.vtt	21.32 kB
10. Implementation/1. Minimizing Costs - Step 4.mp4	36.21 MB
10. Implementation/1. Minimizing Costs - Step 4.vtt	6.99 kB
10. Implementation/10. Minimizing Costs - Step 13.mp4	54.17 MB
10. Implementation/10. Minimizing Costs - Step 13.vtt	5.14 kB
10. Implementation/11. Minimizing Costs - Step 14.mp4	103.04 MB
10. Implementation/11. Minimizing Costs - Step 14.vtt	10.26 kB
10. Implementation/12. Minimizing Costs - Step 15.mp4	87.44 MB
10. Implementation/12. Minimizing Costs - Step 15.vtt	8.49 kB
10. Implementation/13. Minimizing Costs - Step 16.mp4	29.28 MB
10. Implementation/13. Minimizing Costs - Step 16.vtt	2.88 kB
10. Implementation/14. Minimizing Costs - Step 17.mp4	71.74 MB
10. Implementation/14. Minimizing Costs - Step 17.vtt	8.85 kB
10. Implementation/15. Minimizing Costs - Step 18.mp4	39.45 MB
10. Implementation/15. Minimizing Costs - Step 18.vtt	6.18 kB
10. Implementation/16. Minimizing Costs - Step 19.mp4	139.87 MB
10. Implementation/16. Minimizing Costs - Step 19.vtt	15.09 kB
10. Implementation/17. Minimizing Costs - Step 20.mp4	88.73 MB
10. Implementation/17. Minimizing Costs - Step 20.vtt	10.73 kB
10. Implementation/18. Minimizing Costs - Step 21.mp4	34.96 MB
10. Implementation/18. Minimizing Costs - Step 21.vtt	5.48 kB
10. Implementation/19. Minimizing Costs - Step 22.mp4	53.52 MB
10. Implementation/19. Minimizing Costs - Step 22.vtt	7.31 kB
10. Implementation/2. Minimizing Costs - Step 5.mp4	87.67 MB
10. Implementation/2. Minimizing Costs - Step 5.vtt	13.50 kB
10. Implementation/20. Minimizing Costs - Step 23.mp4	40.65 MB
10. Implementation/20. Minimizing Costs - Step 23.vtt	5.41 kB
10. Implementation/21. Minimizing Costs - Step 24.mp4	110.45 MB
10. Implementation/21. Minimizing Costs - Step 24.vtt	14.85 kB
10. Implementation/22. Minimizing Costs - Step 25.mp4	165.40 MB
10. Implementation/22. Minimizing Costs - Step 25.vtt	18.39 kB
10. Implementation/23. Minimizing Costs - Step 26.mp4	69.11 MB
10. Implementation/23. Minimizing Costs - Step 26.vtt	9.33 kB
10. Implementation/24. Minimizing Costs - Step 27.mp4	72.92 MB
10. Implementation/24. Minimizing Costs - Step 27.vtt	8.61 kB
10. Implementation/25. Minimizing Costs - Step 28.mp4	137.13 MB
10. Implementation/25. Minimizing Costs - Step 28.vtt	14.77 kB
10. Implementation/26. Minimizing Costs - Step 29.mp4	168.56 MB
10. Implementation/26. Minimizing Costs - Step 29.vtt	17.84 kB
10. Implementation/27. Minimizing Costs - Step 30.mp4	72.03 MB
10. Implementation/27. Minimizing Costs - Step 30.vtt	7.66 kB
10. Implementation/28. Minimizing Costs - Step 31.mp4	142.26 MB
10. Implementation/28. Minimizing Costs - Step 31.vtt	14.40 kB
10. Implementation/29. Minimizing Costs - Step 32.mp4	76.88 MB
10. Implementation/29. Minimizing Costs - Step 32.vtt	8.18 kB
10. Implementation/3. Minimizing Costs - Step 6.mp4	65.49 MB
10. Implementation/3. Minimizing Costs - Step 6.vtt	7.86 kB
10. Implementation/30. Installing Keras.html	1,021.00 B
10. Implementation/31. Minimizing Costs - Step 33.mp4	194.54 MB
10. Implementation/31. Minimizing Costs - Step 33.vtt	17.35 kB
10. Implementation/32. Minimizing Costs - Step 34.mp4	119.18 MB
10. Implementation/32. Minimizing Costs - Step 34.vtt	12.92 kB
10. Implementation/33. Minimizing Costs - Step 35.mp4	96.52 MB
10. Implementation/33. Minimizing Costs - Step 35.vtt	9.13 kB
10. Implementation/34. Minimizing Costs - Step 36.mp4	99.05 MB
10. Implementation/34. Minimizing Costs - Step 36.vtt	8.65 kB
10. Implementation/4. Minimizing Costs - Step 7.mp4	102.89 MB
10. Implementation/4. Minimizing Costs - Step 7.vtt	11.80 kB
10. Implementation/5. Minimizing Costs - Step 8.mp4	100.59 MB
10. Implementation/5. Minimizing Costs - Step 8.vtt	11.88 kB
10. Implementation/6. Minimizing Costs - Step 9.mp4	53.71 MB
10. Implementation/6. Minimizing Costs - Step 9.vtt	6.02 kB
10. Implementation/7. Minimizing Costs - Step 10.mp4	105.97 MB
10. Implementation/7. Minimizing Costs - Step 10.vtt	10.90 kB
10. Implementation/8. Minimizing Costs - Step 11.mp4	129.35 MB
10. Implementation/8. Minimizing Costs - Step 11.vtt	11.81 kB
10. Implementation/9. Minimizing Costs - Step 12.mp4	119.64 MB
10. Implementation/9. Minimizing Costs - Step 12.vtt	11.95 kB
11. Homework/1. Homework Instruction.html	1.13 kB
11. Homework/2. Homework Solution.mp4	209.82 MB
11. Homework/2. Homework Solution.vtt	18.67 kB
11. Homework/3. BONUS Dropout.html	3.30 kB
12. -- PART 3 - MAXIMIZING REVENUES --/1. Welcome to Part 3 - Maximizing Revenues.html	873.00 B
13. Case Study/1. Maximizing Revenues - Step 1.mp4	33.06 MB
13. Case Study/1. Maximizing Revenues - Step 1.vtt	5.96 kB
13. Case Study/2. Maximizing Revenues - Step 2.mp4	55.27 MB
13. Case Study/2. Maximizing Revenues - Step 2.vtt	11.00 kB
13. Case Study/3. Maximizing Revenues - Step 3.mp4	13.33 MB
13. Case Study/3. Maximizing Revenues - Step 3.vtt	2.58 kB
14. AI Solution/1. Welcome to the Intuition Section.html	657.00 B
14. AI Solution/2. The Multi-Armed Bandit Problem.mp4	113.36 MB
14. AI Solution/2. The Multi-Armed Bandit Problem.vtt	19.39 kB
14. AI Solution/3. Thompson Sampling Intuition.mp4	115.22 MB
14. AI Solution/3. Thompson Sampling Intuition.vtt	23.98 kB
15. Implementation/1. Maximizing Revenues - Step 4.mp4	55.46 MB
15. Implementation/1. Maximizing Revenues - Step 4.vtt	10.23 kB
15. Implementation/10. Maximizing Revenues - Step 13.mp4	23.41 MB
15. Implementation/10. Maximizing Revenues - Step 13.vtt	2.39 kB
15. Implementation/11. Maximizing Revenues - Step 14.mp4	74.22 MB
15. Implementation/11. Maximizing Revenues - Step 14.vtt	7.55 kB
15. Implementation/12. Maximizing Revenues - Step 15.mp4	89.09 MB
15. Implementation/12. Maximizing Revenues - Step 15.vtt	8.91 kB
15. Implementation/13. Maximizing Revenues - Step 16.mp4	157.68 MB
15. Implementation/13. Maximizing Revenues - Step 16.vtt	14.44 kB
15. Implementation/2. Maximizing Revenues - Step 5.mp4	28.34 MB
15. Implementation/2. Maximizing Revenues - Step 5.vtt	5.28 kB
15. Implementation/3. Maximizing Revenues - Step 6.mp4	70.53 MB
15. Implementation/3. Maximizing Revenues - Step 6.vtt	10.39 kB
15. Implementation/4. Maximizing Revenues - Step 7.mp4	89.73 MB
15. Implementation/4. Maximizing Revenues - Step 7.vtt	11.71 kB
15. Implementation/5. Maximizing Revenues - Step 8.mp4	78.81 MB
15. Implementation/5. Maximizing Revenues - Step 8.vtt	11.74 kB
15. Implementation/6. Maximizing Revenues - Step 9.mp4	66.77 MB
15. Implementation/6. Maximizing Revenues - Step 9.vtt	8.39 kB
15. Implementation/7. Maximizing Revenues - Step 10.mp4	72.06 MB
15. Implementation/7. Maximizing Revenues - Step 10.vtt	8.80 kB
15. Implementation/8. Maximizing Revenues - Step 11.mp4	63.09 MB
15. Implementation/8. Maximizing Revenues - Step 11.vtt	7.00 kB
15. Implementation/9. Maximizing Revenues - Step 12.mp4	99.92 MB
15. Implementation/9. Maximizing Revenues - Step 12.vtt	10.35 kB
16. Homework/1. Homework Instruction.html	641.00 B
16. Homework/2. Homework Solution.html	3.88 kB
17. Annex Artificial Neural Networks/1. Plan of Attack.mp4	11.86 MB
17. Annex Artificial Neural Networks/1. Plan of Attack.vtt	3.50 kB
17. Annex Artificial Neural Networks/2. The Neuron.mp4	98.78 MB
17. Annex Artificial Neural Networks/2. The Neuron.vtt	21.63 kB
17. Annex Artificial Neural Networks/3. The Activation Function.mp4	45.37 MB
17. Annex Artificial Neural Networks/3. The Activation Function.vtt	10.41 kB
17. Annex Artificial Neural Networks/4. How do Neural Networks work.mp4	81.93 MB
17. Annex Artificial Neural Networks/4. How do Neural Networks work.vtt	16.81 kB
17. Annex Artificial Neural Networks/5. How do Neural Networks learn.mp4	112.17 MB
17. Annex Artificial Neural Networks/5. How do Neural Networks learn.vtt	16.52 kB
17. Annex Artificial Neural Networks/6. Gradient Descent.mp4	60.62 MB
17. Annex Artificial Neural Networks/6. Gradient Descent.vtt	12.35 kB
17. Annex Artificial Neural Networks/7. Stochastic Gradient Descent.mp4	67.29 MB
17. Annex Artificial Neural Networks/7. Stochastic Gradient Descent.vtt	10.77 kB
17. Annex Artificial Neural Networks/8. Back-Propagation.mp4	43.15 MB
17. Annex Artificial Neural Networks/8. Back-Propagation.vtt	6.44 kB
Discuss.FreeTutorials.Us.html	165.68 kB
FreeCoursesOnline.Me.html	108.30 kB
FreeTutorials.Eu.html	102.23 kB
How you can help Team-FTU.txt	259.00 B
Torrent Downloaded From GloDls.to.txt	84.00 B
[TGx]Downloaded from torrentgalaxy.org.txt	524.00 B

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[UDEMY] Artificial Intelligence for Business [FTU] GloDLS