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[FreeTutorials.Us] Udemy - Artificial Intelligence for Business

[FreeTutorials.Us] Udemy - Artificial Intelligence for Business

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Description
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Solve Real World Business Problems with AI Solutions

Created by : Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
Last updated : 7/2018
Language : English
Subtitle + Caption : Included
Course Source : https://www.udemy.com/course/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

Course content
all 118 lectures 15:06:41

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:

Optimize Business Processes

Minimize Costs

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.




File list
  • [FreeTutorials.Us] Udemy - Artificial Intelligence for Business
  • 0. Websites you may like/How you can help Team-FTU.txt 237 B
  • 1. Introduction/1. Updates on Udemy Reviews.mp4 22.6 MB
  • 1. Introduction/1. Updates on Udemy Reviews.srt 3.2 KB
  • 1. Introduction/1. Updates on Udemy Reviews.vtt 2.8 KB
  • 1. Introduction/2. Introduction.mp4 114 MB
  • 1. Introduction/2. Introduction.srt 19.3 KB
  • 1. Introduction/2. Introduction.vtt 16.9 KB
  • 1. Introduction/3. BONUS Learning Paths.html 2.4 KB
  • 1. Introduction/4. The Book.html 1.6 KB
  • 1. Introduction/4.1 Artificial_Intelligence_for_Business.pdf.pdf 65 MB
  • 10. Implementation/1. Minimizing Costs - Step 4.mp4 36.2 MB
  • 10. Implementation/1. Minimizing Costs - Step 4.srt 7.9 KB
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  • 10. Implementation/3. Minimizing Costs - Step 6.mp4 65.5 MB
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  • 10. Implementation/30. Installing Keras.html 1021 B
  • 10. Implementation/31. Minimizing Costs - Step 33.mp4 194.5 MB
  • 10. Implementation/31. Minimizing Costs - Step 33.srt 19.9 KB
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  • 10. Implementation/32. Minimizing Costs - Step 34.mp4 119.2 MB
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  • 10. Implementation/33. Minimizing Costs - Step 35.mp4 96.5 MB
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  • 10. Implementation/4. Minimizing Costs - Step 7.mp4 102.9 MB
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