AWS Machine Learning

OCTOBER 21, 2024

This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. Having a unified developer experience when accessing custom models or base models through Amazon Bedrock’s API. Ease of deployment through a fully managed, serverless, service. 2, 3, 3.1,

APIs 135

APIs Scripts Finance Real estate 135

AWS Machine Learning

NOVEMBER 15, 2024

In business for 145 years, Principal is helping approximately 64 million customers (as of Q2, 2024) plan, protect, invest, and retire, while working to support the communities where it does business and build a diverse, inclusive workforce. The platform has delivered strong results across several key metrics.

Chatbots 120

Chatbots Engineering Enterprise Feedback 120

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 94

APIs Surveys Chatbots Construction 94

AWS Machine Learning

AUGUST 26, 2024

From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9% This involves benchmarking new models against our current selections across various metrics, running A/B tests, and gradually incorporating high-performing models into our production pipeline. The impact goes beyond just efficiency.

Sales 119

Sales Accountability Feedback Metrics 119

AWS Machine Learning

JULY 11, 2024

The workflow invokes the Amazon Bedrock CreateModelCustomizationJob API synchronously to fine tune the base model with the training data from the S3 bucket and the passed-in hyperparameters. An AWS Lambda function is called to evaluate the quality of the summarization done by custom model and the base model using the BERTScore metric.

APIs 121

APIs Accountability Enterprise Engineering 121

AWS Machine Learning

MAY 9, 2024

FAST has earned a fourth consecutive leader ranking in the 2024 ISG Provider Lens report for its seamless integration with Verisk’s data, analytics, and claims tools. Through some slick prompt engineering and using Claude’s latest capabilities to invoke APIs, Verisk seamlessly accessed their database to procure real-time information.

Engineering 131

Engineering Customer Support APIs Government 131

AWS Machine Learning

NOVEMBER 22, 2024

This post and the subsequent code implementation were inspired by one of the International Conference on Machine Learning (ICML) 2024 best papers on LLM debates Debating with More Persuasive LLMs Leads to More Truthful Answers. Refer to the evaluation metrics section for accuracy definition) This continues for N(=3 in this notebook) rounds.

Consulting 82

Consulting Consulting APIs Calibration 82

AWS Machine Learning

MAY 2, 2024

As new embedding models are released with incremental quality improvements, organizations must weigh the potential benefits against the associated costs of upgrading, considering factors like computational resources, data reprocessing, integration efforts, and projected performance gains impacting business metrics.

Benchmark 122

Benchmark Metrics Enterprise APIs 122

AWS Machine Learning

MAY 17, 2024

SageMaker has seamless logging, monitoring, and auditing enabled for deployed models with native integrations with services like AWS CloudTrail for logging and monitoring to provide insights into API calls and Amazon CloudWatch to collect metrics, logs, and event data to provide information into the model’s resource utilization.

APIs 122

APIs Benchmark Personalization Enterprise 122

CSM Magazine

MARCH 5, 2024

from 2024, fueled by several trends, including the use of smartphones. Enhanced self-management: the patient mobile app can help patients track their symptoms, adherence to treatment, and other health metrics. Health data tracking: integrate with wearables and devices to track vital signs, medications, and other health metrics.

Healthcare 52

Healthcare Education Gamification Consulting 52

AWS Machine Learning

APRIL 22, 2024

Figure 1: Examples of generative AI for sustainability use cases across the value chain According to KPMG’s 2024 ESG Organization Survey , investment in ESG capabilities is another top priority for executives as organizations face increasing regulatory pressure to disclose information about ESG impacts, risks, and opportunities.

Best practices 127

Best practices Benchmark Transportation Engineering 127

AWS Machine Learning

APRIL 8, 2024

In January 2024, Amazon SageMaker launched a new version (0.26.0) You can enable your desired strategy ( shard-over-heads , for example) with the following code: option.group_query_attention=shard-over-heads Additionally, the new implementation of NeuronX DLC introduces a cache API for TransformerNeuronX that enables access to the KV cache.

Engineering 104

Engineering Calibration APIs Enterprise 104

AWS Machine Learning

NOVEMBER 22, 2023

Also learn how prompts can be integrated with your architecture and how to use API parameters for tuning the model parameters using Amazon Bedrock. See demos on how to build analytics dashboards and integrations between LLMs and Amazon QuickSight to visualize your key metrics. Reserve your seat now! Reserve your seat now!

Engineering 126

Engineering Best practices APIs Government 126

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. In March 2024, AWS announced it will offer the new NVIDIA Blackwell platform, featuring the new GB200 Grace Blackwell chip.

Benchmark 95

Benchmark Banking Analytics Big data 95

Hodusoft

MAY 10, 2024

As per recent stats the number of remote call center agents is expected to grow by 60 percent from 2022 to 2024. Consider APIs and third-party integrations available to extend functionality as needed. It just takes one natural disaster or pandemic to stop the entire call center operations for quite some time.

virtual call center 52

virtual call center Call Center Contact Center call center software 52

AWS Machine Learning

NOVEMBER 16, 2023

Users from several business units were trained and onboarded to the platform, and that number is expected to grow in 2024. Another important metric is the efficiency for data science users. The following outcomes were achieved: User adoption is one of the key leading indicators for Philips.

Healthcare 108

Healthcare Government Engineering APIs 108

AWS Machine Learning

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

APIs 119

APIs Engineering Scripts Management 119

JivoChat

APRIL 13, 2021

Chatbots will drive $142 billion in consumer spending by 2024 — a meteoric surge from $2.8 Live chat could nudge them to decide based on a current performance metric that might be relevant to their needs. You can even build custom automated support solutions with an API. billion in 2019. Source: JivoChat.

Customer Service 40

Customer Service Chatbots Self service Abandon rate 40

AWS Machine Learning

JUNE 18, 2024

Guardrail objectives At the core of the architecture is Amazon Bedrock serving foundation models (FMs) with an API interface; the FM powers the conversational capabilities of the virtual agent. Designing a personalized CloudWatch dashboard involves the use of metric filters to extract targeted insights from logs. Virginia) AWS Region.

Engineering 122

Engineering Virtual Agent Finance Government 122

AWS Machine Learning

JULY 9, 2024

These applications require the LLMs to have requisite domain knowledge and be able to reason about numeric data to calculate metrics and extract insights. Sonnet is currently ranked number one (as of July 2024), demonstrating Anthropic’s strengths in the business and finance domain. Anthropic Claude 3.5

Finance 124

Finance Benchmark industry standards Accountability 124

AWS Machine Learning

SEPTEMBER 11, 2024

Amazon EKS creates a highly available endpoint for the managed Kubernetes API server that you use to communicate with your cluster (using tools like kubectl). The managed endpoint uses Network Load Balancer to load balance Kubernetes API servers. This VPC doesn’t appear in the customer account. Replace the Instance.

APIs 77

APIs Accountability Metrics Management 77

AWS Machine Learning

JULY 18, 2024

The ingestion workflow transforms these curated questions into vector embeddings using Amazon Titan Text Embeddings model API. Specific accounting knowledge that is relevant to the question and the model is not familiar with, such as updated data for 2024. The vector embeddings are persisted in the application in-memory vector store.

Chatbots 126

Chatbots APIs Accountability Finance 126

AWS Machine Learning

MAY 10, 2024

Validation loss and validation perplexity – Similar to the training metrics, but measured during the validation stage. On an order of magnitude, the two models performed about the same along these metrics on the provided data. Training perplexity – Measures the model’s surprise when encountering text during training.

APIs 119

APIs Metrics Accountability SaaS 119

AWS Machine Learning

SEPTEMBER 19, 2024

Users initiate the process by calling the SageMaker control plane through APIs or command line interface (CLI) or using the SageMaker SDK for each individual step. Create a Weights & Biases API key to access the Weights & Biases dashboard for logging and monitoring Request a SageMaker service quota for 1x ml.p4d.24xlarge

Engineering 88

Engineering APIs Scripts Metrics 88