Managing Machine Learning Projects: From Design to Deployment

Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required! Managing Machine Learning Projects is an end-to-end guide for project managers who need to deliver machine learning applications on time and under budget. It gives you a unique set of tools, approaches, and processes designed to handle the unique requirements of machine learning project management–all proven in practice to deliver success in full-scale business environments.

Throughout, Managing Machine Learning Projects gives strong consideration to the ethical issues of ML, including data privacy, and community impact. You’ll learn how to avoid and mitigate these issues and keep your machine learning project from being exposed to failure.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.