AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. The drift notification emails will look similar to the examples in Figure 8.

Management 110

Management APIs Engineering Government 110

AWS Machine Learning

NOVEMBER 1, 2022

According to a Forbes survey , there is widespread consensus among ML practitioners that data preparation accounts for approximately 80% of the time spent in developing a viable ML model. To demonstrate the orchestrated workflow, we use an example dataset regarding diabetic patient readmission. Prerequisites. An S3 bucket.

Engineering 92

Engineering APIs Accountability industry solution 92

AWS Machine Learning

JUNE 14, 2023

The majority of enterprise customers already have a well-established MLOps practice with a standardized environment in place—for example, a standardized repository, infrastructure, and security guardrails—and want to extend their MLOps process to no-code and low-code AutoML tools as well. For this post, you use a CloudFormation template.

Best practices 79

Best practices Scripts Education Engineering 79