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30-Day Money-Back Guarantee

This course includes:

  • 15 hours on-demand video
  • 16 articles
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
Development Data Science Artificial Intelligence

Artificial Intelligence for Business

Solve Real World Business Problems with AI Solutions
Rating: 4.5 out of 54.5 (2,053 ratings)
16,567 students
Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
Last updated 1/2021
English
English [Auto], French [Auto], 
30-Day Money-Back Guarantee

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
Curated for the Udemy for Business collection

Course content

18 sections • 118 lectures • 15h 5m total length

  • Preview01:09
  • Preview13:32
  • BONUS: Learning Paths
    00:51
  • The Book
    00:53

  • Welcome to Part 1 - Optimizing Business Process
    00:20

  • Preview05:13
  • Optimizing Business Processes - Step 2
    01:50
  • Optimizing Business Processes - Step 3
    05:06
  • Optimizing Business Processes - Step 4
    07:07

  • Welcome to the Intuition Section
    00:32
  • Plan of Attack
    04:03
  • Preview11:26
  • The Bellman Equation
    18:25
  • The Plan
    02:12
  • Markov Decision Process
    16:26
  • Policy vs Plan
    12:55
  • Living Penalty
    09:47
  • Q-Learning Intuition
    14:45
  • Temporal Difference
    19:26
  • Q-Learning Visualization
    13:31

  • Preview08:44
  • Optimizing Business Processes - Step 6
    03:58
  • Optimizing Business Processes - Step 7
    05:39
  • Optimizing Business Processes - Step 8
    08:20
  • Optimizing Business Processes - Step 9
    04:55
  • Optimizing Business Processes - Step 10
    04:38
  • Optimizing Business Processes - Step 11
    08:40
  • Optimizing Business Processes - Step 12
    07:37
  • Optimizing Business Processes - Step 13
    03:48
  • Optimizing Business Processes - Step 14
    08:42
  • Optimizing Business Processes - Step 15
    05:06
  • Optimizing Business Processes - Step 16
    07:27
  • Optimizing Business Processes - Step 17
    04:47
  • Optimizing Business Processes - Step 18
    04:16
  • Optimizing Business Processes - Step 19
    07:39
  • Optimizing Business Processes - Step 20
    14:58

  • Homework Instruction
    00:35
  • Homework Solution
    20:43

  • Welcome to Part 2 - Minimizing Costs
    00:38

  • Minimizing Costs - Step 1
    05:42
  • Minimizing Costs - Step 2
    09:58
  • Minimizing Costs - Step 3
    06:31

  • Welcome to the Intuition Section
    00:26
  • Plan of Attack
    02:17
  • Deep Q-Learning Intuition - Step 1
    15:15
  • Deep Q-Learning Intuition - Step 2
    06:06
  • Experience Replay
    15:45
  • Action Selection Policies
    16:23

  • Minimizing Costs - Step 4
    05:37
  • Minimizing Costs - Step 5
    10:45
  • Minimizing Costs - Step 6
    07:02
  • Minimizing Costs - Step 7
    09:47
  • Minimizing Costs - Step 8
    09:56
  • Minimizing Costs - Step 9
    04:56
  • Minimizing Costs - Step 10
    08:57
  • Minimizing Costs - Step 11
    10:12
  • Minimizing Costs - Step 12
    09:58
  • Minimizing Costs - Step 13
    04:19
  • Minimizing Costs - Step 14
    08:28
  • Minimizing Costs - Step 15
    06:46
  • Minimizing Costs - Step 16
    02:22
  • Minimizing Costs - Step 17
    07:14
  • Minimizing Costs - Step 18
    04:54
  • Minimizing Costs - Step 19
    12:28
  • Minimizing Costs - Step 20
    08:58
  • Minimizing Costs - Step 21
    04:20
  • Minimizing Costs - Step 22
    05:58
  • Minimizing Costs - Step 23
    04:36
  • Minimizing Costs - Step 24
    12:20
  • Minimizing Costs - Step 25
    15:58
  • Minimizing Costs - Step 26
    08:12
  • Minimizing Costs - Step 27
    07:13
  • Minimizing Costs - Step 28
    12:41
  • Minimizing Costs - Step 29
    14:40
  • Minimizing Costs - Step 30
    06:33
  • Minimizing Costs - Step 31
    12:12
  • Minimizing Costs - Step 32
    06:34
  • Installing Keras
    00:32
  • Minimizing Costs - Step 33
    15:43
  • Minimizing Costs - Step 34
    10:09
  • Minimizing Costs - Step 35
    07:44
  • Minimizing Costs - Step 36
    07:45

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

Featured review

Alexander Perrine
Alexander Perrine
31 courses
5 reviews
Rating: 5.0 out of 57 months ago
Great course! Material is presented the best it can without getting too technical. I highly recommend to business professionals trying to improve their skillset and help their business use AI. I will definitely try to implement these into my job!!

Instructors

Hadelin de Ponteves
AI Entrepreneur
Hadelin de Ponteves
  • 4.5 Instructor Rating
  • 234,565 Reviews
  • 1,288,943 Students
  • 28 Courses

Hadelin is the co-founder and CEO at BlueLife AI, which leverages the power of cutting edge Artificial Intelligence to empower businesses to make massive profits by innovating, automating processes and maximizing efficiency. Hadelin is also an online entrepreneur who has created 70+ top-rated educational e-courses to the world on topics such as Machine Learning, Deep Learning, Artificial Intelligence and Blockchain, which have reached 1M+ students in 210 countries.

Kirill Eremenko
Data Scientist
Kirill Eremenko
  • 4.5 Instructor Rating
  • 455,856 Reviews
  • 1,738,371 Students
  • 50 Courses

My name is Kirill Eremenko and I am super-psyched that you are reading this!

Professionally, I am a Data Science management consultant with over five years of experience in finance, retail, transport and other industries. I was trained by the best analytics mentors at Deloitte Australia and today I leverage Big Data to drive business strategy, revamp customer experience and revolutionize existing operational processes.

From my courses you will straight away notice how I combine my real-life experience and academic background in Physics and Mathematics to deliver professional step-by-step coaching in the space of Data Science. I am also passionate about public speaking, and regularly present on Big Data at leading Australian universities and industry events.

To sum up, I am absolutely and utterly passionate about Data Science and I am looking forward to sharing my passion and knowledge with you!

SuperDataScience Team
Helping Data Scientists Succeed
SuperDataScience Team
  • 4.5 Instructor Rating
  • 457,480 Reviews
  • 1,648,957 Students
  • 107 Courses

Hi there,

We are the SuperDataScience Social team. You will be hearing from us when new SDS courses are released, when we publish new podcasts, blogs, share cheatsheets and more!

We are here to help you stay on the cutting edge of Data Science and Technology. 

See you in class,

Sincerely,

The Real People at SuperDataScience

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