Machine learning leaders are orchestrating data, teams and technology to produce valuable insight in competitive industries. With so many variables in play, building a machine learning tech stack is a complex decision-making process: the wrong choice could set your team back by months. How to build the right AI technology stack?
In this whitepaper, see how three modern machine learning principles can guide technology decisions that will stand the test of time, as teams and processes evolve – and why ML Ops is a must-have for any team aiming for mature, productionized AI.
Pachyderm is for data science teams who want to operationalize the data tasks in their ML lifecycle to iterate on data more quickly and reliably. Pachyderm is the leader in data versioning and pipelines for MLOps. We provide the data foundation that allows data science teams to automate and scale their machine learning lifecycle while guaranteeing reproducibility. Unlike other data versioning and pipeline products Pachyderm provides data-driven automation, petabyte scalability and end-to-end reproducibility.