Artificial Intelligence: Practical Essentials for Management

A Manager's Go-to-Guide to Leverage AI at Work (Now, a Book Released Worldwide by Asia's Largest Publisher of IT Books!)

4.22 (103 reviews)
Udemy
platform
English
language
Management
category
454
students
3.5 hours
content
Aug 2023
last update
$49.99
regular price

What you will learn

Continued access to latest articles on groundbreaking AI developments

7 Principles to lead an AI journey in an organization

Key techniques of Machine Learning & Deep Learning

How to become data ready for AI - TUSCANE© method

How to decide whether to use AI at all, & whether to Build or Buy a solution - FAB4© Approach

How to measure AI performance & lead AI adoption in the organization

How to identify strong vs. weak AI solutions, and ensure desired results

How to frame AI strategy & policy

How to manage organizational risks with AI

How to estimate the financial AI valuation

Description

Why this course: When a new AI tool like ChatGPT is launched, how can you quickly make sense of what its risks and benefits are, and how to leverage it in your organization? 70% of AI initiatives in organizations fail today not because of a lack of good AI solutions but because of a lack of understanding of AI among the managers - the end users, decision makers and investors in AI. Recruiters & Executives are struggling to find business professionals with a practical understanding of AI. This course is designed specifically to teach current and future managers all that they need to know to lead and manage AI use, without having to code and build AI models. You will

1) Learn both technical & managerial aspects of AI 

2) Identify the right AI solution & learn rare managerial frameworks to lead AI journeys successfully in an organization.

3) Get recognized in the use and management of AI/ML/DL by getting certified.

4) Gain competitive advantage in a hiring process or at work by being AI ready.

5) Instantly understand how any new AI technology, like ChatGPT, works and how to leverage it at work

 

What this course covers:

  1. What is AI, Machine Learning & Deep Learning, and how are they different from BI

  2. 7 Principles of an AI Journey

  3. How to decide whether a problem needs AI at all

  4. If AI is needed, how to become data ready – Tuscane Approach

  5. Once ready, how to decide whether to build or buy a solution as well as what the risks really are with doing AI incorrectly – Fab-4 Model

  6. How to tell whether a software uses AI, or what kind of AI it uses

  7. How to differentiate powerful AI solutions from weaker ones 

  8. How to determine which AI technique(s) can solve your specific business or organizational problem 

  9. How AI analyzes different types of information, how it makes predictions, how it recognizes images, how it communicates with your customers, or how a robot learns to behave like humans! This will involve some of the most popular Machine Learning and Deep Learning techniques that are being used today: Classification, Regression, Decision Trees, Ensemble Learning, Clustering, Association Rules, Search Algorithm, Reinforcement Learning, Natural Language Processing, ANN & CNN, Generative AI, LLM & ChatGPT

  10. How to measure AI’s performance with a 4-step approach

  11. How to get others to use it in the organization 

  12. How to implement it successfully so that you don't waste thousands of dollars and hours of effort 

  13. How to estimate the financial value of an AI solution

  14. Best Practices to formulate an AI strategy

  15. 7 Principles of Human-AI Work Policy Framing

  16. How to minimize risks associated with AI for an individual and the organization

 

Ideal for: The classes have been designed to provide in-depth practical knowledge on AI, Machine Learning & Deep Learning if you:

1) Are interested in AI/ML/DL/Generative AI to advance your careers or to use it effectively to accomplish tasks at work

2) Have limited time but would like to get a thorough managerial understanding of AI/ML/DL/Generative AI

3) Do not need or are not interested in learning how to code AI/ML/DL/Generative AI

 

Bonus: At the end of each lesson, you will also get access to reports on some of the amazing & scary ways in which AI is being applied on you. I'll be updating the course with newer articles as and when they appear, which you will have free lifetime access to.


Special Thanks: Wife, Partner & Creative Support, Pooja Chitnis.

Content

Introduction to AI

What is Artificial Intelligence?
Artificial Intelligence (AI) vs. Machine Learning (ML) vs. Deep Learning (DL)
AI Basics
How do "they" create AI?
AI Algorithms

AI Techniques & Use Cases

Techniques Overview
Predicting values & categories using AI – Part 1
Predicting values & categories using AI – Part 2
Classification & Regression
Predicting values & categories using AI – Part 3
Ensemble Learning
Identify Different Groups in a Population using AI
Predict Behaviour using AI
Clustering & Association Rules
Find the Optimal Solution from a Set of Solutions using AI
Teaching AI to learn on its own
Monte Carlo Simulation & Reinforcement Learning
Communicate using AI
Natural Language Processing (NLP)
How AI starts to think like humans
Recognize Images using AI
Deep Learning

Using AI to Solve Business Problems

A Real-Life Example of AI Adoption
Determining the best solution to solve the problem
Preparing Data for AI use
Qualifying AI & Data Readiness
People, process, performance
Framing an Ethical AI Policy & Managing Risk
Responsible AI Adoption
Bonus Lecture: What's Next?

Screenshots

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Reviews

Mitesh
October 4, 2023
Section 2 was very crisp, precise, relevant and interesting. I would go through it once again to improve my learning.
Ashok
November 9, 2022
Today, I understood how AI creates gaps, which we try to fill in, in our routine. This explains how AI can give more time for doctors to spend with their patients. I am a doctor, trained in AI. This concept has given me a new perspective to use AI in medical practice.
Mukesh
October 25, 2022
The course explains concepts in the simplest way and with examples which further makes it easier to comprehend.
Christo
June 6, 2022
I have gained a tremendous amount of understand across the different algorithms in use. The way the concepts are brought back to Maya’s robot just segments the understanding so well. I am so much more excited about my future career in this field. Thanks a lot for at rest course.
Pravin
November 4, 2020
Fantastic way of teaching such complex subject with easy of Maya's robot. A must to course for every beginner of AI
Donald
September 13, 2020
The course provided a good perspective of AI from a Business and Technical point of view. The use of an AI example-story through the course tied together the various aspects of AI to make for en ease of understanding AI Technology in relation to real-world use. Good value for a course.
Amanur
May 8, 2020
An awesome course explaining complex concepts of AI in simple terms. Really helpful for any management students who want to get a good understanding of AI in the business world.
Prasanna
April 25, 2020
This course helped me to gain an overall understanding of the Artificial Intelligence (AI) in both Technical and Business perspectives, thanks.
Bhrugul
April 14, 2020
Good course to know the absolute basics of what AI exactly is. A little bit of summary at the end of every session to retain the concepts would have been Nice. Some redundancy and obvious learnings in the last section. Overall good one. Thanks!!
Marcos
April 3, 2020
Um pouco mais técnico do que o esperado, mas muito útil em passar os conceitos sobre os algoritmos que dão suporte e são utilizados em IA.
Natasha
March 18, 2020
Very informative and example based learning. The quizzes and examples help you retain useful information.
Balakrishnan
October 13, 2019
It had provided me overview about AI and the presentation was very good with suitable examples. Would like to hear if there is any advance course coming up later.
Vineeth
October 2, 2019
Gives the necessary information to kick start any AI discussion. The narration was good and the content was good.
Pooja
September 4, 2019
This is a very useful AI course. Unlike several AI courses out there that are tech-heavy or more about coding, this course helps managers and leaders understand AI in an easier way. By the end of this course, I felt more confident about my knowledge of AI, how to understand or use it and how to successfully implement it in my company. The instructor seems very knowledgeable. Responded to all my questions very promptly. I highly recommend this course.
Richa
August 19, 2019
My experience was really really good. I took up this course just because of my personal interest but now I feel that it has helped me explore new options and opportunities. I feel that it is a really good, helpful and interesting course for people who are curious to increase there knowledge of AI.

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2311392
udemy ID
4/7/2019
course created date
3/26/2020
course indexed date
marianclarke
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