Alation

MARCH 22, 2022

DataOps has emerged as an exciting solution. As the latest iteration in this pursuit of high-quality data sharing, DataOps combines a range of disciplines. As pressures to modernize mount, the promise of DataOps has attracted attention. People want to know how to implement DataOps successfully.

DataOps 52

DataOps Data Pipeline Data Engineering Data Engineer 52

AWS Machine Learning Blog

APRIL 17, 2023

We will also share some example custom code transform using other common frameworks such as NLTK, NumPy, SciPy, and scikit-learn as well as AWS AI Services. You can also choose to onboard using AWS IAM Identity Center (successor to AWS Single Sign-On) for authentication (see Onboard to Amazon SageMaker Domain Using IAM Identity Center ).

AWS 98

AWS Python ML ML 98

Becoming Human

MAY 11, 2023

DevOps and DataOps: DevOps and DataOps are related approaches that emphasize collaboration between software developers and IT operations teams. DevOps focuses on automating the software development and deployment process, while DataOps focuses on the data management process. Both can be useful in implementing MLOps projects.

Machine Learning 78

Machine Learning Machine Learning DataOps Cloud Computing 78

IBM Journey to AI blog

MAY 25, 2023

IBM Consulting plans to build a watsonx-focused practice to serve clients with deep expertise in the full generative AI technology stack like foundation models, AIOps, DataOps and AI governance mechanisms, while we also scale our consulting business with partners.

AI 114

AI AI DataOps Artificial Intelligence 114

Iguazio

JANUARY 16, 2024

Iguazio is an essential component in Sense’s MLOps and DataOps architecture, acting as the ML training and serving component of the pipeline. Cost-effectiveness: Sense was able to find the ideal AWS cost and resource allocation balance. The Solution Sense chose Iguazio as their MLOps solution. Enabling quick iterations over feedback.

ML 52

ML ML DataOps Data Scientist 52

AWS Machine Learning Blog

JULY 31, 2023

Prerequisites If you would like to implement all or some of the tasks described in this post, you need an AWS account with access to SageMaker Canvas. Indrajit is an AWS Enterprise Sr. He works with customers to realize their data analytics and machine learning goals through adoption of DataOps and MLOps practices and solutions.

ML 94

ML ML Data Preparation Machine Learning 94

Iguazio

JANUARY 16, 2024

Iguazio is an essential component in Sense’s MLOps and DataOps architecture, acting as the ML training and serving component of the pipeline. Cost-effectiveness: Sense was able to find the perfect AWS cost and resource allocation balance. The Solution: Iguazio Sense chose Iguazio as their MLOps platform. Enabling quick experimentation.

ML 52

ML ML DataOps Data Scientist 52