AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 99

APIs Metrics Consulting Consulting 99

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

Scripts 99

Scripts APIs Government Analytics 99

AWS Machine Learning

AUGUST 17, 2022

Streaming APIs : The streaming APIs ( PutEvents , PutUsers , and PutItems ) are designed to incrementally update each respective dataset in real-time. For example, after you have trained your model and launched your campaign, your users continue to generate interactions data. Code example. CreateDatasetImportJob.

Personalization 76

Personalization APIs Enterprise Engineering 76

AWS Machine Learning

JUNE 15, 2023

It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. ACT allows you to customize translation output on the fly by providing tailored translation examples in the form of parallel data.

APIs 75

APIs Benchmark Best practices Engineering 75

AWS Machine Learning

MAY 5, 2023

Specifically, we use the example of architecture diagrams for complex images due to their incorporation of numerous different visual icons and text. For example, if a user tried to search for a specific type of blue bottle, results of many different types of blue bottles will be displayed.

Engineering 102

Engineering APIs Scripts Enterprise 102

AWS Machine Learning

DECEMBER 1, 2022

To meet the excess demand, farmers need to maximize crop yield and effectively manage operations at scale, using precision farming technology to stay ahead. Innovative technologies like remote sensing, IoT, and robotics have the potential to help farmers move past legacy decision-making.

APIs 74

APIs Analytics Engineering Technology 74

AWS Machine Learning

AUGUST 4, 2023

Although we use a specific algorithm to train the model in our example, you can use any algorithm that you find appropriate for your use case. When a version of the model in the Amazon SageMaker Model Registry is approved, the endpoint is exposed as an API with Amazon API Gateway using a custom Salesforce JSON Web Token (JWT) authorizer.

APIs 78

APIs Scripts Management Accountability 78

AWS Machine Learning

NOVEMBER 3, 2022

This two-part series highlights the AWS AI technologies that insurance companies can use to speed up their business processes. These AI technologies can be used across insurance use cases such as claims, underwriting, customer correspondence, contracts, or handling disputes resolutions. Part 2: Data enrichment and insights.

APIs 83

APIs Construction Analytics Technology 83

AWS Machine Learning

OCTOBER 4, 2022

For example, you can analyze support tickets and knowledge articles to detect PII entities and redact the text before you index the documents. As an example, let’s assume you have 10,000 logs records, and the key value you want to redact PII from is 500 characters. No ML experience is required. Solution overview. Costs involved.

APIs 85

APIs Banking Analytics Accountability 85

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document. We prepared a model_handler.py

Healthcare 99

Healthcare APIs Enterprise Engineering 99

AWS Machine Learning

AUGUST 30, 2023

To help you get started, we’ve also released a set of sample one-click deployable Lambda functions ( plugins ) to integrate QnABot with your choice of leading LLM providers, including our own Amazon Bedrock service and APIs from third-party providers, Anthropic and AI21. For example, when asked “What is Amazon Lex?”,

Self service 107

Self service APIs Transportation Contact Center 107

AWS Machine Learning

MARCH 25, 2024

It uses machine learning–powered automatic speech recognition (ASR), automatic language identification, and post-processing technologies. Examples of such information are personally identifiable information (PII), personal health information (PHI), and payment card industry (PCI) data.

Best practices 84

Best practices APIs Transportation Personalization 84

Lumoa

FEBRUARY 15, 2021

For example, you probably have integrated your CRM with your helpdesk already to get a better view of your customers so you can be even more efficient when solving their issues. Essentially, an integration makes it possible to connect different tools, APIs, or systems to build more value out of your data. What is an Integration?

Customer Experience 94

Customer Experience APIs CRM Feedback 94

AWS Machine Learning

OCTOBER 6, 2022

Six of the top 10 consumer lenders trust Informed’s technology. The solution automatically extracts data and classifies documents (for example, driver’s license, paystub, W2 form, or bank statement), providing the required fields for the consumer verifications used to determine if the lender will grant the loan. Problem statement.

APIs 71

APIs Banking SaaS Engineering 71

AWS Machine Learning

JUNE 13, 2023

The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.

APIs 73

APIs Finance Engineering Analytics 73

AWS Machine Learning

JANUARY 5, 2024

Feature engineering tasks can also be prepared in Data Wrangler, but the client specifically asked for SageMaker processing jobs and AWS Step Functions because they were more comfortable using those technologies. Wipro has used the input filter and join functionality of SageMaker batch transformation API.

Management 114

Management APIs Engineering Government 114

ShepHyken

MAY 5, 2017

This week on our Friends on Friday guest blog post my colleague, Dan Rood, writes about the precious commodity of time and why we must use the latest technologies to help customers save time and have amazing customer experiences. Insight technologies that deliver personalization and predictive analytics. Shep Hyken.

Self service 200

Self service APIs Surveys Analytics 200

AWS Machine Learning

SEPTEMBER 19, 2023

The following screenshot shows an example of the UI. The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3).

Marketing 106

Marketing APIs Engineering Analytics 106

Talkdesk

JANUARY 16, 2018

Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center. By recognizing your agent heroes as examples to follow, you reinforce their strong performance and encourage them to continue to lead and inspire.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center. By recognizing your agent heroes as examples to follow, you reinforce their strong performance and encourage them to continue to lead and inspire.

Analytics 40

Analytics Call Center Customer centricity Construction 40

CSM Magazine

OCTOBER 3, 2023

Generative AI, however, is already making its mark in areas like pharmaceuticals for genetics research and gaming for visual effects, for example. Graph technology is particularly well-suited for applications where relationships between data elements are as important as the data itself.

APIs 59

APIs Healthcare Chatbots Customer Service 59

AWS Machine Learning

NOVEMBER 30, 2023

When ML models deployed on instances receive API calls from a large number of clients, a random distribution of requests can work very well when there is not a lot of variability in your requests and responses. In h is spare time he enjoys seeking out new cultures, new experiences, and staying up to date with the latest technology trends.

Engineering 92

Engineering APIs Benchmark Enterprise 92

AWS Machine Learning

DECEMBER 21, 2022

Apache Iceberg is an open table format for very large analytic datasets. It manages large collections of files as tables, and it supports modern analytical data lake operations such as record-level insert, update, delete, and time travel queries. put_record API to ingest individual records or to handle streaming sources.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

AUGUST 21, 2023

These perspectives range from medical, technological, legal, and the most important perspective—the patient’s. Here, you supply the same model_name used in the create_model API call. The create_endpoint API is synchronous in nature and returns an immediate response with the endpoint status being in the Creating state.

Healthcare 77

Healthcare APIs Scripts Finance 77

Outsource Consultants

OCTOBER 4, 2021

As a leader, you need to emphasize deploying the right people (remote agents) with the right technology to meet your customers’ growing needs. Strategic partnerships — a trend we’ll cover next — can deploy skilled agents and key technologies remotely at a cost comparable to building internal teams. Get started.

outsourcing 128

outsourcing Customer Service Self service Contact Center 128

AWS Machine Learning

FEBRUARY 6, 2023

Contact centers are using artificial intelligence (AI) and natural language processing (NLP) technologies to build a personalized customer experience and deliver effective self-service support through conversational bots. Dustin Hubbard, Chief Technology Officer at WaFd Bank. The following diagram illustrates our solution architecture.

Cloud contact 68

Cloud contact Self service Contact Center Virtual Agent 68

AWS Machine Learning

SEPTEMBER 9, 2022

This is Part 2 of a series on using data analytics and ML for Amp and creating a personalized show recommendation list platform. Refer to Part 1 to learn how behavioral data was collected and processed using the data and analytics systems. These features are computed by a batch process that runs every so often, for example once daily.

Personalization 72

Personalization APIs Engineering Metrics 72

AWS Machine Learning

SEPTEMBER 1, 2023

ML operationalization summary As defined in the post MLOps foundation roadmap for enterprises with Amazon SageMaker , ML and operations (MLOps) is the combination of people, processes, and technology to productionize machine learning (ML) solutions efficiently. Example use cases are clothing design generation or imaginary personalized images.

Engineering 107

Engineering Accountability Construction APIs 107

AWS Machine Learning

JANUARY 22, 2024

When the image gets saved in the S3 bucket, it invokes an AWS Step Functions workflow: The Queries-Decider AWS Lambda function examines the document passed in and adds information about the mime type, the number of pages, and the number of queries to the Step Functions workflow (for our example, we have four queries).

Finance 103

Finance Enterprise APIs Healthcare 103

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Simultaneously, analytics may give information on your consumers, workforce productivity, and other topics. Let’s have a look at a few examples. What is the difference between CCaaS and CPaaS?

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Simultaneously, analytics may give information on your consumers, workforce productivity, and other topics. Let’s have a look at a few examples. What is the difference between CCaaS and CPaaS?

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

AWS Machine Learning

NOVEMBER 26, 2023

You can get started without any prior ML experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. The following example shows the three users and their different shopping patterns. The following table is an example of a brand showing the same set of actions to all users.

Personalization 82

Personalization Engineering APIs Technology 82

AWS Machine Learning

JULY 29, 2022

For example, in the financial services industry, you can use AI and ML to solve challenges around fraud detection, credit risk prediction, direct marketing, and many others. Large enterprises sometimes set up a center of excellence (CoE) to tackle the needs of different lines of business (LoBs) with innovative analytics and ML projects.

Government 78

Government Banking Analytics Accountability 78

NobelBiz

FEBRUARY 14, 2023

Another approach to achieve a complete customer view is through data analytics. For example, suppose a customer has a history of requesting certain assistance. API integration: API (Application Programming Interface) integration allows different systems to share data in real time.

Contact Center 52

Contact Center CRM Journey mapping Government 52

AWS Machine Learning

JUNE 5, 2023

For example, when a neural network is trained, the weight of the network nodes is learned from the training, and indicates how much impact it has on the final prediction. The number of hidden layers and the number of nodes are some of the examples of hyperparameters you can set for a neural network.

APIs 76

APIs Enterprise Benchmark Metrics 76

CSM Magazine

JUNE 24, 2021

Connected technology for a Connected Enterprise – opt for connected technology for maximum positive customer impact. Modern all-in-one solutions unify call recording, quality management, workforce management, multichannel analytics and advanced reporting for comprehensive IT connectivity and customer connectedness.

Enterprise 52

Enterprise Multichannel Analytics Quality management 52

AWS Machine Learning

NOVEMBER 21, 2023

To do this, we’ll use a predictive maintenance example where we classify faults in an operational pump that’s streaming live sensor data. We Our objective is to demonstrate the combined power of MATLAB and Amazon SageMaker using this fault classification example. In this example, the data is already clean.

Engineering 91

Engineering APIs Scripts Automotive 91