Artificial Intelligence for Business
- Description
- Curriculum
- FAQ
- Reviews
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:
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Optimize Business Processes
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Minimize Costs
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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:
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100 pages of crystal clear explanations, written in beautiful and clean latex
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All the AI intuition and theory, including the math explained in detail
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The three Case Studies of the course, and their solutions
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Three different AI models, including Q-Learning, Deep Q-Learning, and Thompson Sampling
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Code Templates
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Homework and their solutions for you to practice
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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.
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10Welcome to the Intuition SectionText lesson
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11Plan of AttackVideo lesson
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12What is Reinforcement Learning?Video lesson
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13The Bellman EquationVideo lesson
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14The PlanVideo lesson
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15Markov Decision ProcessVideo lesson
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16Policy vs PlanVideo lesson
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17Living PenaltyVideo lesson
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18Q-Learning IntuitionVideo lesson
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19Temporal DifferenceVideo lesson
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20Q-Learning VisualizationVideo lesson
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21Optimizing Business Processes - Step 5Video lesson
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22Optimizing Business Processes - Step 6Video lesson
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23Optimizing Business Processes - Step 7Video lesson
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24Optimizing Business Processes - Step 8Video lesson
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25Optimizing Business Processes - Step 9Video lesson
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26Optimizing Business Processes - Step 10Video lesson
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27Optimizing Business Processes - Step 11Video lesson
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28Optimizing Business Processes - Step 12Video lesson
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29Optimizing Business Processes - Step 13Video lesson
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30Optimizing Business Processes - Step 14Video lesson
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31Optimizing Business Processes - Step 15Video lesson
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32Optimizing Business Processes - Step 16Video lesson
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33Optimizing Business Processes - Step 17Video lesson
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34Optimizing Business Processes - Step 18Video lesson
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35Optimizing Business Processes - Step 19Video lesson
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36Optimizing Business Processes - Step 20Video lesson
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49Minimizing Costs - Step 4Video lesson
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50Minimizing Costs - Step 5Video lesson
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51Minimizing Costs - Step 6Video lesson
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52Minimizing Costs - Step 7Video lesson
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53Minimizing Costs - Step 8Video lesson
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54Minimizing Costs - Step 9Video lesson
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55Minimizing Costs - Step 10Video lesson
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56Minimizing Costs - Step 11Video lesson
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57Minimizing Costs - Step 12Video lesson
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58Minimizing Costs - Step 13Video lesson
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59Minimizing Costs - Step 14Video lesson
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60Minimizing Costs - Step 15Video lesson
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61Minimizing Costs - Step 16Video lesson
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62Minimizing Costs - Step 17Video lesson
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63Minimizing Costs - Step 18Video lesson
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64Minimizing Costs - Step 19Video lesson
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65Minimizing Costs - Step 20Video lesson
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66Minimizing Costs - Step 21Video lesson
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67Minimizing Costs - Step 22Video lesson
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68Minimizing Costs - Step 23Video lesson
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69Minimizing Costs - Step 24Video lesson
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70Minimizing Costs - Step 25Video lesson
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71Minimizing Costs - Step 26Video lesson
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72Minimizing Costs - Step 27Video lesson
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73Minimizing Costs - Step 28Video lesson
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74Minimizing Costs - Step 29Video lesson
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75Minimizing Costs - Step 30Video lesson
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76Minimizing Costs - Step 31Video lesson
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77Minimizing Costs - Step 32Video lesson
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78Installing KerasText lesson
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79Minimizing Costs - Step 33Video lesson
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80Minimizing Costs - Step 34Video lesson
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81Minimizing Costs - Step 35Video lesson
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82Minimizing Costs - Step 36Video lesson
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