AWS Machine Learning

OCTOBER 27, 2022

To achieve these operational benefits, they implemented a number of best practice processes, including a fast data iteration and testing cycle, and parallel testing to find optimal data combinations. We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket.

APIs 96

APIs Best practices Metrics Government 96

Avaya

NOVEMBER 16, 2016

In part 1 of this series , I demystified the IoT and explored how leaders can create a vertical-driven strategy that produces positive and proactive business outcomes. Your strategy won’t get you far, however, if it doesn’t explicitly address the unique security threats that are inherent to this level of connectivity.

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

AUGUST 31, 2023

As you scale your models, projects, and teams, as a best practice we recommend that you adopt a multi-account strategy that provides project and team isolation for ML model development and deployment. They provide a fact sheet of the model that is important for model governance. Solutions Architect at Amazon Web Services (AWS).

Government 86

Government Accountability Enterprise Engineering 86

AWS Machine Learning

AUGUST 29, 2023

This architecture design represents a multi-account strategy where ML models are built, trained, and registered in a central model registry within a data science development account (which has more controls than a typical application development account).

Scripts 71

Scripts APIs Enterprise Accountability 71

AWS Machine Learning

JULY 19, 2022

We set the OutputFormat to mp3 , which tells Amazon Polly to generate an audio stream for this API call. We again use the start_speech_synthesis_task method but specify OutputFormat to json , which tells Amazon Polly to generate speech marks for this API call. Anil Kodali is a Solutions Architect with Amazon Web Services.

Engineering 83

Engineering APIs Education Best practices 83

AWS Machine Learning

AUGUST 31, 2023

As you scale your models, projects, and teams, as a best practice we recommend that you adopt a multi-account strategy that provides project and team isolation for ML model development and deployment. They provide a fact sheet of the model that is important for model governance. Solutions Architect at Amazon Web Services (AWS).

Government 52

Government Accountability Enterprise Engineering 52

aircall

MARCH 19, 2021

Data helps you see market trends and sales patterns more clearly, letting you plan ahead to make the most of seasonal swings or changing consumer preferences. Customer data can even tell you which of your strategies and campaigns works best for improving sales performances and hitting targets.

Sales 62

Sales CRM Marketing Best practices 62

AWS Machine Learning

SEPTEMBER 9, 2022

Prior to our adoption of Kubeflow on AWS, our data scientists used a standardized set of tools and a process that allowed flexibility in the technology and workflow used to train a given model. This means that user access can be controlled on the Kubeflow UI but not over the Kubernetes API via Kubectl.

Engineering 74

Engineering Healthcare APIs Scripts 74

Xaqt

JUNE 22, 2020

Call Center technology providers that have made reporting or analytics a priority in their offerings tend to not support third-party data, rendering their fancy dashboards useless beyond a few front line users. It often requires additional licensing, or developing a custom application against their APIs to extract the data.

Call Center 52

Call Center Contact Center Analytics Engineering 52