AI is changing every industry faster than we can keep up with it. This program will teach you how to make AI products deliver clear business value, by learning a proven process for developing AI products. You’ll build fluency in AI by reviewing case studies, creating a data set on Figure Eight’s platform, and building a model using Google AutoML. You’ll end this program with skills to ideate, develop, evaluate, and implement new products driven by AI. This is intended for product managers and business leaders who want to drive value for their business using AI. You’ll make sure your product is successful by learning about scalability, compliance, and monitoring potential bias in your model. Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world.
No prior experience is required.See detailed requirements.
Introduction to AI in Business
Gain foundational knowledge of AI and machine learning, how to develop a business case for an AI application, and how and when to use AI in a product.
Creating a Dataset
A high-quality training data set is essential for machine learning models. Learn how to create a high-quality dataset, including how well the data fits a particular use case.
Create a Medical Image Annotation Data Set with Figure Eight
Building a Model
Learn how a neural network produces a decision and how “training” works. You’ll also learn how to use training data and how to evaluate the results of a model.
Build a Model with Google AutoML
Measuring Impact and Updating Models
Learn how to measure post-deployment impact, and how to make data-informed improvements on your model. You’ll also learn how to avoid unwanted bias, ensure security and compliance, and how to scale your product.
Alyssa Simpson-Rochwerger, Kiran Vajapey, Kirsten Gokay and Meeta Dash
This has been a wonderful class so far! I have enjoyed learning about the fundamentals of AI, and this class is prepping me to get into product management. The videos are broken into small sections, which makes it easy to stop and go as you please. There is a chat room for students, which can be a great resource. My current project is to work on Google ML, so I think this is a great way to learn new skills for people.
If you are interested in taking a two month course for AI, this is a great fit!
This course is thorough, equipping PMs with the understanding of both conceptual AI principles and methods and real-world application of what is being taught. The projects help deeply ingrained AI product practices which enables the learner to transfer the applied knowledge directly to his/her product and business space.