AWS Machine Learning

APRIL 8, 2024

One popular approach is using Retrieval Augmented Generation (RAG) to create Q&A systems that comprehend complex information and provide natural responses to queries. As we demonstrate in this post, LlamaIndex APIs make data access effortless and enables you to create powerful custom LLM applications and workflows.

APIs 98

APIs Engineering Accountability Construction 98

Revation Systems

OCTOBER 2, 2017

For us, one such client is North Memorial Health. Since deployment, North Memorial Health has experienced an increase in revenue largely due to its ability to address patient desire for more mobilized communication. Q: What were some of the pain points North Memorial Health experienced before seeking out a UC-technology provider?

Healthcare 48

Healthcare Technology Average Handle Time call center solutions 48

Spearline

SEPTEMBER 24, 2020

To the majority of individuals the humble fax (facsimile) machine is now a distant memory and for younger generations, it is a memento of years gone by and a technology that they are unlikely to encounter in the future. System disconnect: A disconnect between systems is also a major proponent for the continued use of fax in this sector.

Healthcare 52

Healthcare Surveys Technology Accountability 52

AWS Machine Learning

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. Use the following pieces of information to provide a concise answer to the question enclosed in tags.

APIs 111

APIs Healthcare Scripts Enterprise 111

AWS Machine Learning

APRIL 11, 2023

Streamlit applications are useful for presenting progress on a project to your team, gaining and sharing insights to your managers, and even getting feedback from customers. As an example, we use a custom Amazon Rekognition demo, which will annotate and label an uploaded image. It also stores the source files (.tar.gz sh setup.sh

Scripts 72

Scripts Automotive Engineering Healthcare 72

AWS Machine Learning

AUGUST 1, 2023

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. In a healthcare setting, this would mean giving the model some data including phrases and terminology pertaining specifically to patient care.

Healthcare 74

Healthcare APIs Scripts Engineering 74

AWS Machine Learning

OCTOBER 26, 2022

In just 5 years, tens of thousands of customers have tapped Amazon SageMaker to create millions of models, train models with billions of parameters, and generate hundreds of billions of monthly predictions. With Amazon SageMaker, customers can reduce training times from hours to minutes with optimized infrastructure.

Engineering 96

Engineering Construction Real estate Healthcare 96

ChurnZero

OCTOBER 22, 2021

Customer Advocacy: How to Get Your Customers and Customer Success Team Invested. But as you acquire more customers, you’ll no longer be able to passively manage these lead and brand-building sources. But for your advocacy program to be effective, you must first have the backing of both your customer and your team.

Customer advocacy 96

Customer advocacy SaaS Benchmark Healthcare 96

Totango

SEPTEMBER 20, 2019

5 Fun Memories That Made This An Event I Won’t Forget. Customer Success Summit – Team Edition wrapped up last Friday in New York City. Seeing everyone learning, collaborating and sharing was incredibly inspiring and made this definitively the Best Customer Success Summit ever. 5 | Totango has the best customers ever!

Healthcare 62

Healthcare CRM Best practices Personalization 62

Uniphore

JANUARY 25, 2022

As the AI-powered customer experience (CX) frontier becomes more mainstream, companies will look to emotion AI to offer a differentiated experience rich in actionable data. As more companies incorporate emotion AI into their customer journey, customer comfort with, and subsequent demand for, the technology grows.

Healthcare 52

Healthcare Banking Enterprise Automotive 52

Avaya

JUNE 28, 2016

This is the challenge for every industry vertical, from healthcare to building construction, from FDA-approved medical devices connecting to the network to smarter-connected kitchens: How can they reliably and securely send control and network traffic into the cloud or within an enterprise without being compromised?

Healthcare 51

Healthcare Construction APIs Engineering 51

Revation Systems

APRIL 23, 2018

As the use of the term digital transformation has become more commonplace, many wonder if it is here to stay, or if it is merely another buzzword that will soon be a distant memory. Perhaps the place where digital transformation has made its most notable impact has been in vertical industries such as healthcare and banking.

Banking 59

Banking Healthcare Big data Technology 59

NobelBiz

JUNE 26, 2023

Managing a call center goes beyond delivering exceptional customer service. A well-designed infrastructure serves as the backbone of the call center, encompassing various components such as hardware, software, networks, and communication systems. All our systems are reinforced through Amazon’s powerful AWS.

Call Center 52

Call Center Interactive Voice Response call center software CRM 52

AWS Machine Learning

JUNE 22, 2023

Working with AWS, Light & Wonder recently developed an industry-first secure solution, Light & Wonder Connect (LnW Connect), to stream telemetry and machine health data from roughly half a million electronic gaming machines distributed across its casino customer base globally when LnW Connect reaches its full potential.

Automotive 82

Automotive Engineering Metrics Finance 82

AWS Machine Learning

OCTOBER 5, 2022

The PPT system produces real-time locations and velocities for players on the ice at up to 60 events per second. To develop the model, we used more than 200,000 historical face-off data points, along with the custom engineered feature set designed by working with the subject matter experts. Model development and training.

Calibration 91

Calibration Engineering Automotive Analytics 91

AWS Machine Learning

SEPTEMBER 2, 2022

Distributed model training mainly consists of two paradigms: Model parallel – In model parallel training, the model itself is so large that it can’t fit in the memory of a single GPU, and multiple GPUs are needed to train the model. In this account, we create an EKS cluster and an Amazon FSx for Lustre file system. Prerequisites.

Scripts 78

Scripts Metrics Accountability APIs 78

AWS Machine Learning

SEPTEMBER 6, 2022

In a healthcare environment, you can use audio event detection to passively listen for sounds from a patient that indicate an acute health problem. The type of sound that is being detected should drive the type of spectrogram used for the detection system. For that, we use Amazon Rekognition Custom Labels.

Engineering 74

Engineering APIs Healthcare SaaS 74

AWS Machine Learning

JUNE 29, 2022

This has led to an exponential growth in the amount of online conversation data, which has helped in the development of state-of-the-art natural language processing (NLP) systems like chatbots and natural language generation (NLG) models. He develops AI/ML solutions for AWS customers across various industries.

Metrics 73

Metrics Telecommunications APIs Benchmark 73

AWS Machine Learning

OCTOBER 1, 2022

Kubernetes is a widely adopted system for automating infrastructure deployment, resource scaling, and management of these containerized applications. You can use Kubeflow to deploy best-of-breed open-source systems for ML to diverse infrastructures. Kubeflow and Kubernetes provides flexibility and control to data scientist teams.

Scripts 78

Scripts Engineering Accountability Management 78

AWS Machine Learning

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The LangChain agent identifies the customer’s intent and verifies identity.

APIs 92

APIs Healthcare Scripts Engineering 92

Balto

OCTOBER 31, 2022

Here’s how you can apply these findings: Set up an onboarding buddy system that pairs new hires with tenured agents Apply an accountability schedule to the program. Customer Enablement Manager at Balto and former contact center trainer and manager. Susan Tyrrell, Director of Customer Success at Balto and former contact center leader.

Contact Center 52

Contact Center Surveys Coaching Telecommunications 52

LiveChat

MARCH 16, 2018

Let’s take a trip down memory lane to put a finger on how communication has evolved over time. With the abundance of channels now at our disposal to communicate with friends, leads or customers the problem now is one of choice. Every new communication system emerges out of the need for better ways to fill communication gaps.

Real estate 43

Real estate Airlines APIs Healthcare 43

AWS Machine Learning

SEPTEMBER 6, 2023

Despite the great generalization capabilities of these models, there are often use cases that have very specific domain data (such as healthcare or financial services), because of which these models may not be able to provide good results for these use cases. Furthermore, training these models can be very slow due to the size of the model.

Advertising 96

Advertising Coaching Benchmark Education 96

AWS Machine Learning

JANUARY 8, 2024

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). The script will initially read 200 rows from the DynamoDB table and store these in an in-memory list that is wrapped with a class for thread safety.

Scripts 86

Scripts Construction APIs Healthcare 86

AWS Machine Learning

JUNE 7, 2023

Open-sourcing Falcon 40B enables users to construct and customize AI tools that cater to unique users needs, facilitating seamless integration and ensuring the long-term preservation of data assets. Numerous customers rely on SageMaker for their LLM workloads, such as Stability AI , AI21 Labs , and LG AI.

Technology 90

Technology APIs Engineering Education 90

AWS Machine Learning

JANUARY 19, 2024

Pre-trained language models (PLMs) are undergoing rapid commercial and enterprise adoption in the areas of productivity tools, customer service, search and recommendations, business process automation, and content creation. Pruned PLMs achieve a smaller memory footprint and lower latency. Choose Request.

Metrics 95

Metrics Scripts Benchmark Enterprise 95

AWS Machine Learning

OCTOBER 24, 2023

For example, a financial analysis system may involve analyzing hundreds of pages of earnings documents of a company. This is so that the output generated using the IDP workflow can be consumed into a downstream system, for example a relational database. LangChain offers document loaders that can load and transform data from documents.

Engineering 111

Engineering Healthcare Construction APIs 111

AWS Machine Learning

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Where is the data processed? The accompanying source code is available in the related GitHub repository hosted by Weaviate.

Enterprise 125

Enterprise APIs Advertising Technology 125

AWS Machine Learning

SEPTEMBER 7, 2023

To obtain instance-level metrics of GPU utilization, you can use Packer or the Amazon ImageBuilder to bootstrap your own custom AMI and use it in various managed service offerings like AWS Batch , Amazon Elastic Container Service (Amazon ECS), or Amazon Elastic Kubernetes Service (Amazon EKS). eks-create.sh 19 private:192.168.128.0/19

Metrics 86

Metrics APIs Management Engineering 86

AWS Machine Learning

DECEMBER 6, 2023

For example, “You are given the following article about Artificial Intelligence and its role in Healthcare: [input text].” For example, “Please generate a concise summary of the given article on Artificial Intelligence and its role in Healthcare: [input text].” Memory-intensive process. Limited information merging.

Engineering 94

Engineering Healthcare Finance Big data 94