E-Books →Implementing MLOps in the Enterprise A Production–First Approach

Authors Yaron Haviv and Noah Gift take a production-first approach. Rather than beginning with the ML model, you'll learn how to design a continuous operational pipeline, while making sure that various components and practices can map into it. By automating as many components as possible, and making the process fast and repeatable, your pipeline can scale to match your organization's needs.
You'll learn how to provide rapid business value while answering dynamic MLOps requirements.
This book will help you:
* Learn the MLOps process, including its technological and business value
* Build and structure effective MLOps pipelines
* Efficiently scale MLOps across your organization
* Explore common MLOps use cases
* Build MLOps pipelines for hybrid deployments, real-time predictions, and composite AI
* Learn how to prepare for and adapt to the future of MLOps
* Effectively use pre-trained models like HuggingFace and OpenAI to complement your MLOps strategy