Manning Managing Machine Learning Projects - Guide to Deployment

Master the full lifecycle of machine learning projects with this comprehensive guide from Manning Publications. This book serves as the go-to resource for taking ML initiatives from the initial design phase all the way to production. Designed for accessibility, the content requires no prior machine learning skills to begin learning essential management techniques. Learn how to define project requirements, set up necessary infrastructure, and resource your team effectively. The guide covers how to work with clients and stakeholders, manage data resources, and handle the lifecycle of models. You will also gain knowledge on managing the application of ML algorithms and evaluating the performance of models to make informed decisions throughout the project lifecycle.