Create and Execute Successful Machine Learning (ML) Programs

Create and Execute Successful Machine Learning (ML) Programs, available at $19.99, has an average rating of 3.75, with 5 lectures, based on 2 reviews, and has 7 subscribers.

You will learn about Understand the business value that Artificial Intelligence and Machine Learning can bring Establish the pillars of a successful AI strategy Execute the ML program using Agile to avoid common pitfalls Learn a framework to manage risks in ML programs What is Responsible AI and how to ensure your ML program is compliant This course is ideal for individuals who are Business Leaders who want to understand what AI and ML are and how to implement a successful AI strategy or Project/Program Managers who work with Machine Learning use cases It is particularly useful for Business Leaders who want to understand what AI and ML are and how to implement a successful AI strategy or Project/Program Managers who work with Machine Learning use cases.

Enroll now: Create and Execute Successful Machine Learning (ML) Programs

Summary

Title: Create and Execute Successful Machine Learning (ML) Programs

Price: $19.99

Average Rating: 3.75

Number of Lectures: 5

Number of Published Lectures: 5

Number of Curriculum Items: 5

Number of Published Curriculum Objects: 5

Original Price: $199.99

Quality Status: approved

Status: Live

What You Will Learn

Understand the business value that Artificial Intelligence and Machine Learning can bring
Establish the pillars of a successful AI strategy
Execute the ML program using Agile to avoid common pitfalls
Learn a framework to manage risks in ML programs
What is Responsible AI and how to ensure your ML program is compliant

Who Should Attend

Business Leaders who want to understand what AI and ML are and how to implement a successful AI strategy
Project/Program Managers who work with Machine Learning use cases

Target Audiences

Business Leaders who want to understand what AI and ML are and how to implement a successful AI strategy
Project/Program Managers who work with Machine Learning use cases

This course summarizes Artificial Intelligence (AI) and Machine Learning (ML) for business leaders and lists ways in which AI/ML is used in business across several industries today.

In the first part, the course discusses the foundations of setting up a successful AI/ML strategy in the enterprise, considering business value, availability of historical data, and feasibility or path to production. We will use foundational strategic pillars to help define a complete strategy and look at the factors that we need to consider when implementing AI/ML.

In the second part, we will look at some mechanisms to manage the specific challenges when implementing ML, given the unknown we are facing in these types of programs, such as a possible time consuming Exploratory Data Analysis, a pivot in scope as we understand the data better, and so forth.

We also propose a risk management framework that quantifies risks and impacts, together with an overseeing business unit. In this context, we will focus on understanding Responsible AI and how it is a foundational part of any AI/ML use case that affects people in any way. It is the responsibility of business leaders to ensure the ML models they shepherd in front of their customers are fair and unbiased, and any decision taken can be explained.

Course Curriculum

Chapter 1: Introduction

Lecture 1: Introduction

Lecture 2: Introduction to Artificial Intelligence and Machine Learning

Chapter 2: Strategy and Execution of ML Programs

Lecture 1: Strategy and Execution of ML Programs

Lecture 2: Risk Management in ML Programs

Lecture 3: Responsible AI

Instructors

Zorina Alliata
Sr Machine Learning Strategist

Rating Distribution

1 stars: 0 votes
2 stars: 1 votes
3 stars: 0 votes
4 stars: 0 votes
5 stars: 1 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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