Accelerate Your Machine Learning and Artificial Intelligence Journey

Using These DevOps Best Practices

gartner-logo-white
260According to Gartner, "Technology innovation leaders are keen to apply DevOps principles for AI and ML projects, but they often struggle with architecting a solution for automating end-to-end ML pipelines across data preparation, model building, deployment and production due to lack of process and tooling know-how."

Get a copy of the report "Accelerate Your Machine Learning and Artificial Intelligence Journey Using These DevOps Best Practices," compliments of Dataiku. Read on for more information on Dataiku, the platform democratizing access to data and enabling enterprises to build their own path to AI, including robust model monitoring systems.

Get Your
Complimentary Copy

INCLUSIVE

Dataiku provides one simple UI for data wrangling, mining, visualization, machine learning, and deployment based on a collaborative and team-based user interface accessible to anyone on a data team, from data scientist to beginner analyst.

Dataiku also offers a visual AutoML suite that guides the user through all of the machine learning steps (train-test split, features handling, metrics to optimize, different templates of pre-set algorithms).

learn more

inclusive-dataiku

PREVALENT

The transformation to AI must be global within the organization and not just to focus on specific niche. Dataiku provides support of hybrid deployment models (including operationalization and self-service analytics) plus the elastically scale to match data location and cost constraints.

learn more

dataiku-operationalized

RESPONSIBLE

No matter what the underlying changes in architecture or advancements in technology, Dataiku is at the center, providing a path to AI that is:

  • Accountable: Ensuring that models are designed and behave in ways aligned with their purpose.
  • Sustainable: Establishing the continued reliability of AI-augmented processes in their operation as well as execution.
  • Governable: Centrally controlling, managing, and auditing the the Enterprise AI effort.

learn more

transparent-dataiku

Gartner, Accelerate Your Machine Learning and Artificial Intelligence Journey Using These DevOps Best Practices, 12 November 2019, Arun Chandrasekaran and Farhan Choudhary.

GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and is used herein with permission. All rights reserved.

This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from Dataiku.