AWS Machine Learning

NOVEMBER 19, 2024

Plus, learn how to evolve from data aggregation to data semantics to support data-driven applications while maintaining flexibility and governance. Learn about Amazon SageMaker tooling for model governance, bias, explainability, and monitoring, and about transparency in the form of service cards as potential risk mitigation strategies.

APIs 112

APIs Enterprise Best practices Government 112

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. Valid government-issued ID (driver’s license, passport, etc.)

Best practices 103

Best practices APIs Metrics Benchmark 103

AWS Machine Learning

JUNE 24, 2022

The generated models are stored and benchmarked in the Amazon SageMaker model registry. The data is cataloged via the AWS Glue Data Catalog and shared with other users and accounts via AWS Lake Formation (the data governance layer). In the same account, Amazon SageMaker Feature Store can be hosted, but we don’t cover it this post.

Enterprise 129

Enterprise Engineering Accountability APIs 129

AWS Machine Learning

FEBRUARY 24, 2023

In recent years, advances in computer vision have enabled researchers, first responders, and governments to tackle the challenging problem of processing global satellite imagery to understand our planet and our impact on it. OpenSearch Dashboard also enables users to search and run analytics with this dataset.

APIs 105

APIs Benchmark Government Analytics 105

AWS Machine Learning

MARCH 14, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. Kojima et al. 2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities.

Best practices 137

Best practices Engineering Chatbots Enterprise 137

AWS Machine Learning

NOVEMBER 17, 2022

In this post, we provide an overview of how to deploy and run inference with the AlexaTM 20B model programmatically through JumpStart APIs, available in the SageMaker Python SDK. Note that we need to pass Predictor class when we deploy model through Model class, #for being able to run inference through the sagemaker API.

Scripts 105

Scripts APIs Government Engineering 105

AWS Machine Learning

SEPTEMBER 1, 2023

The infrastructure code for all these accounts is versioned in a shared service account (advanced analytics governance account) that the platform team can abstract, templatize, maintain, and reuse for the onboarding to the MLOps platform of every new team. 15K available FM reference Step 1.

Engineering 134

Engineering Accountability Construction APIs 134

Pointillist

JULY 25, 2018

Pointillist can handle data in all forms, whether it is in tables, excel files, server logs, or 3rd party APIs. 3rd Party APIs: Pointillist has a large number of connectors using 3rd party APIs. The decision to conduct a paid pilot depends upon your company size, project scope, internal processes and governance.

Analytics 43

Analytics Metrics Government Journey mapping 43

aircall

MAY 24, 2021

In today’s marketplace, it’s hard to survive without the cloud, big data, APIs, IoT, machine learning, artificial intelligence, automation, and mobile technologies. Organization: structure, governance, roles, etc. Run an audit to create a benchmark to map your current status. What Is a Digital Transformation Framework?

Best practices 62

Best practices Call Center Analytics Technology 62

AWS Machine Learning

DECEMBER 1, 2024

through our new Rerank API in Amazon Bedrock. Through a single Rerank API call in Amazon Bedrock, you can integrate Rerank into existing systems at scale, whether keyword-based or semantic. Reranking strictly improves first-stage retrievals on standard text retrieval benchmarks. By incorporating Cohere’s Rerank 3.5

APIs 122

APIs Benchmark Engineering Enterprise 122

Comm100

NOVEMBER 13, 2022

Compared to more lengthy phone waits, Comm100’s benchmark score for live chat wait times in 2021 was just 36 seconds. Comm100 is a global provider of digital omnichannel customer engagement software for education, government and commercial organizations of all sizes. Headquartered: Vancouver, British Columbia, Canada. Founded: 2009.

Customer Service 85

Customer Service Chatbots Best practices Surveys 85