Flipbook
People Management for
AI: Building High-Velocity AI Teams
Only a couple of years ago, a considerable portion of projects related to Artificial Intelligence (AI), Machine Learning (ML), and Data were the sole responsibility of data scientists. Some teams relied on more advanced combinations of roles and services, but data scientists handling models in notebooks was the norm for the majority of companies.
Today, hiring only a data scientist is not enough to deliver a viable AI/ML project to production quickly, efficiently, and at scale. It requires a cross-functional, high-performing team with multiple roles, each handling their own portion of machine learning infrastructure and MLOps.
In this flipbook, you will learn how ML infrastructure, people, and processes can be made to work in sync, to enable MLOps. It provides practical advice to managers and directors who are looking to build a robust, efficient AI/ML practice with high-velocity AI teams.
The advice we share is based on the experience of the Provectus AI team that has worked with multiple customers on different stages of their AI journeys.
Download the flipbook and start to explore!
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Only a couple of years ago, a considerable portion of projects related to Artificial Intelligence (AI), Machine Learning (ML), and Data were the sole responsibility of data scientists. Some teams relied on more advanced combinations of roles and services, but data scientists handling models in notebooks was the norm for the majority of companies.
Today, hiring only a data scientist is not enough to deliver a viable AI/ML project to production quickly, efficiently, and at scale. It requires a cross-functional, high-performing team with multiple roles, each handling their own portion of machine learning infrastructure and MLOps.
In this flipbook, you will learn how ML infrastructure, people, and processes can be made to work in sync, to enable MLOps. It provides practical advice to managers and directors who are looking to build a robust, efficient AI/ML practice with high-velocity AI teams.
The advice we share is based on the experience of the Provectus AI team that has worked with multiple customers on different stages of their AI journeys.
Download the flipbook and start to explore!
