Remove 2012 Remove Automation Remove DevOps
article thumbnail

Automate and implement version control for Amazon Kendra FAQs

AWS Machine Learning Blog

13, 2012-03-25T12:30:10+01:00 How many free clinics are there in Mountain View Missouri?, 7, 2012-03-25T12:30:10+01:00 Deploy the solution The CloudFormation templates that create the resources used by this solution can found in the GitHub repository. His current focus is DevOps and developing open-source software.

article thumbnail

Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD

AWS Machine Learning Blog

Automated retraining mechanism – The training pipeline built with SageMaker Pipelines is triggered whenever a data drift is detected in the inference pipeline. After it’s trained, the model is registered into the central model registry to be approved by a model approver.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Four approaches to manage Python packages in Amazon SageMaker Studio notebooks

Flipboard

You can implement comprehensive tests, governance, security guardrails, and CI/CD automation to produce custom app images. Implement an automated image authoring process As already mentioned, you can use the Studio Image Build CLI to implement an automated CI/CD process of app image creation and deployment with CodeBuild and sm-docker CLI.

Python 123
article thumbnail

Use Amazon SageMaker Model Card sharing to improve model governance

AWS Machine Learning Blog

In addition to data engineers and data scientists, there have been inclusions of operational processes to automate & streamline the ML lifecycle. Through automation, that model card is shared with ML Prod account in read-only mode. His core area of focus includes Machine Learning, DevOps, and Containers.

ML 110
article thumbnail

Data Analytics Trend Report 2023 – How to Stay Ahead of the Game

Pickl AI

How can automation transform the business, optimizing resources and driving innovative measures to make business more competitive? Since 2012, there has been a 650% rise in the demand for skilled and qualified data professionals. In the years to come, automation will become a part of business operations. Wrapping it up !!!

article thumbnail

Top Predictive Analytics Tools/Platforms (2023)

Marktechpost

We can automate the procedure to deliver forecasts based on new data continuously fed throughout time. A few automated and enhanced features for feature engineering, model selection and parameter tuning, natural language processing, and semantic analysis are noteworthy.

article thumbnail

Use Amazon SageMaker Model Cards sharing to improve model governance

AWS Machine Learning Blog

In addition to data engineers and data scientists, there have been inclusions of operational processes to automate & streamline the ML lifecycle. Through automation, that model card is shared with ML Prod account in read-only mode. His core area of focus includes Machine Learning, DevOps, and Containers.

ML 52