AI applied for business

Enabling business cases for value creation

4.32 (199 reviews)
Udemy
platform
English
language
Strategy
category
instructor
AI applied for business
22,834
students
1.5 hours
content
Mar 2023
last update
$34.99
regular price

What you will learn

Main concepts to enable suggestions of new AI opportunities for value creation

Identify and prioritize AI/ML use cases

Create a roadmap for AI use cases

Key aspects of Machine Learning projects

Description

This course is intended for managers, product owners, and business analysts, without any prior technical expertise, willing to leverage Artificial Intelligence (AI) and Machine Learning (ML) in real business applications.


The main goal is to enable you to identify and suggest business opportunities applying AI/ML.


In this course, you will go through:


  • Key aspects of AI/ML


This will be done in a light format, intended for non-technical people.

There are NO math/programming/statistics/technical background requirements.

With this knowledge, you will be able to better understand the inner workings of AI, its purpose, and the circumstances in which it is best suited.


  • Business case discovery


In this module, the requirements and objectives of an AI model will be covered, alongside examples and a guideline.

This knowledge will guide you in identifying cases where AI can be leveraged to create value.


  • Project roadmap creation


AI/ML projects involve a very specific staged development with unique steps that make up the process. Those are both cyclical and incremental, due to the trial-and-error nature of the project.

Those unique characteristics demand a more specific analysis than standard software development, with several factors to consider, both technical and business-related.

Factoring into the planning those components protect the project against disruptions, unexpected hurdles, challenges, and potential failure.


  • Project management


In this module major stages, steps, and considerations are covered.


Learning the most important aspects of an AI project, and how its development is done is crucial.


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In this course, you are not intended to learn how to create a model or any other technical data-related task.

Please check Udemy Terms of Use for refund policy and other related subjects.

Content

Welcome

Course summary

Machine learning main concepts

Summary
Fundamental concepts
ML inner working
Task categories
Explainable AI
Methodology

Business case discovery

Summary
Requirements
Objectives & scope
Guideline

Roadmap for AI strategy

Summary
Business demand
Data factors
AI factors

Project management

Summary
Proof-of-Concept
Model development
Model deployment

Reviews

Mihaela
October 18, 2023
The course was a great learning experience. Its clear and well-structured content, supported by practical real-world examples, made complex AI concepts accessible and engaging. It provided valuable resources, encouraged critical thinking, and effectively bridged the gap between theory and application. For anyone looking to grasp the power of AI in a business context, this course is an excellent choice, offering a comprehensive and insightful educational journey.
Rufo
July 9, 2023
This course provides an excellent foundation for managers looking to take on AI projects. It offers a clear and easy-to-follow overview of what an AI project entails, making it a valuable resource for those who are new to the field. The course covers all the essential elements of an AI project, making it a comprehensive guide for anyone looking to get started. Overall, I found the course to be informative, engaging, and well-structured, making it an ideal resource for managers looking to expand their knowledge and skills in this area.
Alyona
March 29, 2023
Amazingly structured and executed. Very to the point with a lot of examples. Clear and fundamental for the non-technical audience.
Vamsi
January 1, 2023
It is ok for a beginner, however, the tone, the mechanical voice is too distracting. The person learning will feel as if he has started a voice assistant to read the pdf or ppt. A more engaging way of speaking will make sure the beginner will have better retention of content.
João
June 9, 2022
Excellent course, I am a beginner in the area, was able to remove some doubts that I had in a quick and easy way
Leonardo
May 23, 2022
Very dynamic and straight forward. Essential topics for anyone who wants to develop any kind of business now a days.

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4549432
udemy ID
2/13/2022
course created date
5/6/2023
course indexed date
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