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. user id 111 Today: 09/03/2024 Certainly! Your appointment ID is XXXX.

Best practices 97

Best practices APIs Metrics Accountability 97

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 116

Chatbots Engineering Enterprise Feedback 116

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 124

Sales Accountability Feedback Metrics 124

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 125

APIs Accountability Enterprise Best practices 125

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 133

Engineering Customer Support APIs Government 133

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 126

Benchmark Metrics Enterprise APIs 126

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.

Benchmark 125

Benchmark APIs Personalization Enterprise 125

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 132

Best practices Benchmark Transportation Engineering 132

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 131

Engineering Best practices APIs Government 131

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 108

Engineering Calibration APIs Enterprise 108

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 98

Benchmark Banking Analytics Big data 98

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 112

Healthcare Government Engineering APIs 112

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 123

APIs Engineering Scripts Management 123

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 125

Engineering Virtual Agent Finance Government 125

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 126

Finance Benchmark industry standards Accountability 126

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 81

APIs Accountability Metrics Management 81

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 130

Chatbots APIs Accountability Finance 130

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 124

APIs Metrics SaaS Accountability 124

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 92

Engineering APIs Scripts Metrics 92