AWS Machine Learning

NOVEMBER 9, 2023

Central model registry – Amazon SageMaker Model Registry is set up in a separate AWS account to track model versions generated across the dev and prod environments. Approve the model in SageMaker Model Registry in the central model registry account. Create a pull request to merge the code into the main branch of the GitHub repository.

Scripts 104

Scripts Accountability Engineering Best practices 104

AWS Machine Learning

MAY 10, 2023

Examples of such use cases include scaling up a feature engineering job that was previously tested on a small sample dataset on a small notebook instance, running nightly reports to gain insights into business metrics, and retraining ML models on a schedule as new data becomes available.

Scripts 78

Scripts Automotive Engineering Enterprise 78

AWS Machine Learning

AUGUST 8, 2022

Internet of Things (IoT) has enabled customers in multiple industries, such as manufacturing, automotive, and energy, to monitor and control real-world environments. Data scientists evaluate the metrics of multiple model versions and request the promotion of the best model to production by triggering the CI/CD pipeline.

Management 88

Management Accountability Engineering Scripts 88

AWS Machine Learning

MARCH 15, 2024

Healthcare organizations must navigate strict compliance regulations, such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States, while implementing FL solutions. FedML Octopus is the industrial-grade platform of cross-silo FL for cross-organization and cross-account training.

Healthcare 109

Healthcare Big data Engineering Accountability 109

Connecting the Dots

APRIL 21, 2017

Number 4: “Can I get your account information again?” – How many times have we heard that and just wanted to take the phone and throw it through the wall because you just spent 10 minutes entering in all of the information that they’re going to ask for again? You could take automotive for instance, quality there is really, really improved.

Customer Care 48

Customer Care Scripts Front-line service Contact Center 48

AWS Machine Learning

JULY 3, 2023

This includes scripts for model loading, inference handling etc. He works with large Automotive customers as their trusted advisor to transform their Machine Learning workloads and migrate to the cloud. A list of models is available in the models_manifest.json file provided by JumpStart.

Calibration 86

Calibration APIs Scripts Automotive 86

AWS Machine Learning

JULY 5, 2023

Predictive maintenance is critical in automotive industries because it can avoid out-of-the-blue mechanical failures and reactive maintenance activities that disrupt operations. The first thing we need to do before we can use any AWS services is to make sure we have signed up for and created an AWS account.

Automotive 73

Automotive Accountability Metrics Healthcare 73