eBook: The 6 elements of successful ML projects

Avoid common obstacles to machine learning success

Why do more than 80% of machine learning (ML) projects never make it to production? Learn about the most common ML pitfalls — and how to avoid them — in this new eBook.

Based on a book coming in early 2022 from Manning Publications, this step-by-step guide to building and deploying machine learning projects outlines the key elements of scoping, planning, developing and deploying successful ML projects at scale.

Download to learn:

  • The six key tenets of ML engineering
  • Major pitfalls to avoid before building and training your models
  • The people, technologies and processes that can make your ML project visible and successful