In the second book, we explore these same needs from the top down, starting from the platforms that leading data first companies have built, such as Facebook, Uber, and Google, the process disciplines that they embody, and what these say about the shape of emerging Agile Machine Learning Platforms for the enterprise.
This eBook provides a roadmap for scaling and operationalizing machine learning in your organization by taking advantage of ML Platform technologies.
Outline:
- Getting to Model-Driven
- ML Platform Case Studies
Understanding ML Platform Capabilities - Data Acquisition & Feature Management
- Experiment Management & Model Development
- Model Development & Performance Monitoring
- Developing your ML Platforms Strategy