AWS Machine Learning

MARCH 1, 2023

For example, since 2020, COVID has become a new entity type that businesses need to extract from documents. Based on the quality metrics for the existing and new model versions, you set the active model version to be the version of the flywheel model that you want to use for inference jobs.

APIs 68

APIs Metrics Accountability Scripts 68

AWS Machine Learning

MARCH 28, 2024

For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials. These datasets encompass a broad range of topics and domains.

Finance 93

Finance Metrics Banking Engineering 93

AWS Machine Learning

APRIL 11, 2023

They also estimate the user’s age using facial analysis before allowing access to age-restricted content. For example, a financial services customer can use Face Liveness to detect a real and live user and then perform face matching to check that this is the right user prior to opening an online account.

APIs 77

APIs Accountability Government Healthcare 77

AWS Machine Learning

OCTOBER 19, 2022

To demonstrate how you can use this solution in your existing business infrastructures, we also include an example of making REST API calls to the deployed model endpoint, using AWS Lambda to trigger both the RCF and XGBoost models. With each data example, RCF associates an anomaly score. Prerequisites. Launch the solution.

APIs 66

APIs Metrics Calibration Accountability 66

AWS Machine Learning

MAY 24, 2023

Additionally, we can use the Amazon Textract Analyze Lending API in processing mortgage documents. The document pages are then automatically routed to Amazon Textract text processing operations for accurate data extraction and analysis. However, the added content is obtained from a different image in splicing.

APIs 70

APIs Metrics Management Personalization 70

AWS Machine Learning

DECEMBER 12, 2022

Amazon Comprehend provides customized features, custom entity recognition , custom classification , and pre-trained APIs such as key phrase extraction, sentiment analysis, entity recognition, and more so you can easily integrate NLP into your applications. In the following sections, we explore both notebooks.

APIs 75

APIs Accountability Enterprise Metrics 75

AWS Machine Learning

NOVEMBER 22, 2022

Amazon Rekognition is a computer vision service that makes it simple to add image and video analysis to your applications using proven, highly scalable, deep learning technology that does not require machine learning (ML) expertise. For our example, we use the Amazon Spheres building in Seattle. Solution overview. Evaluate the model.

APIs 69

APIs Metrics Technology 69

AWS Machine Learning

SEPTEMBER 27, 2022

In addition to viewing the default service quotas, you can now view your account’s applied custom quotas for a specific Region, view your historical utilization metrics per applied quota, set up alarms to notify when utilization approaches a threshold, and add tags to your quotas for easier organization. Synchronous Operations. US East (N.

Self service 71

Self service APIs Management Accountability 71

AWS Machine Learning

AUGUST 30, 2023

For example, we could use a specialized language model pre-trained on clinical reports from scratch. The following figure is an example of a radiology report. To fine-tune this model through SageMaker Jumpstart, labeled examples must be provided in the form of {prompt, completion} pairs. ROUGELsum is a summary-level metric.

Healthcare 108

Healthcare APIs Scripts Metrics 108

AWS Machine Learning

JANUARY 12, 2023

Part of how The Very Group secures and tracks business operations is through activity logging between business systems (for example, across the stages of a customer order). This module implements an observability solution, including application logs, application performance monitoring (APM), and metrics.

Engineering 104

Engineering APIs Accountability Metrics 104

NobelBiz

NOVEMBER 27, 2023

If you would like to learn more about the benefits of a VOIP solution, we highly recommend another one of our articles called “ Cost Savings of VOIP: A Comprehensive Analysis “ Discover how VOIP is revolutionizing call centers by reducing long-distance charges, minimizing hardware investment, and ensuring predictable monthly expenses.

Call Logging 59

Call Logging voip Contact center software CRM 59

CSM Magazine

MARCH 5, 2024

Enhanced self-management: the patient mobile app can help patients track their symptoms, adherence to treatment, and other health metrics. Improved data collection and analysis: gain valuable insights from patient data to inform care decisions. Increased engagement: apps can make healthcare more engaging and interactive for patients.

Healthcare 52

Healthcare Education Gamification Consulting 52

AWS Machine Learning

JUNE 15, 2022

To better understand this growing data, machine learning (ML) natural language processing (NLP) techniques for text analysis have evolved to address use cases involving text summarization, entity recognition, classification, translation, and more. It can perform text analysis on a wide variety of languages for its various features.

APIs 92

APIs Accountability Metrics Engineering 92

AWS Machine Learning

MAY 22, 2023

These models have proven extremely effective for a wide range of text-based tasks, from question answering to sentiment analysis. Text completion or imputation is one of the most common unsupervised objectives: given a chunk of text, the model learns to accurately predict what comes next (for example, predict the next sentence).

APIs 88

APIs Scripts Metrics Accountability 88

AWS Machine Learning

DECEMBER 13, 2022

Chronomics is a tech-bio company that uses biomarkers—quantifiable information taken from the analysis of molecules—alongside technology to democratize the use of science and data to improve the lives of people. After the model has been trained, it can be deployed for inference using just a single click or API call. Conclusion.

APIs 66

APIs Engineering Metrics Technology 66

BlueOcean

OCTOBER 4, 2023

For example, we just launched a new program for a client repatriating their customer care from a huge multinational offshore partner back to an onshore solution. The value of that improved metric plays a big role in the client’s bottom line.

Customer Support 124

Customer Support Bilingual agents outsourcing Contact Center 124

AWS Machine Learning

FEBRUARY 15, 2024

For the example of the car motor, a domain expert obtains measurements of the normal motor temperature, recent motor torque, ambient temperature, and other potential influencing factors. The solution consists of four key steps: The domain expert creates the initial model, including data analysis and feature curation using SageMaker Canvas.

Metrics 88

Metrics Analytics APIs Big data 88

JustCall

FEBRUARY 20, 2024

JustCall helps you do exactly that with sentiment analysis , advanced analytics, call insights, etc. JustCall is easier to integrate: JustCall boasts 100+ integrations for CRMs , webhooks, or APIs, offering seamless compatibility with various business tools. There are also many other important differences between the two (i.e.,

Sales 52

Sales APIs Scripts Analytics 52

AWS Machine Learning

OCTOBER 11, 2022

It provides APIs powered by ML to extract key phrases, entities, sentiment analysis, and more. This command deploys an API Gateway REST API secured by an IAM authorizer, which you use for inference with an AWS user ID or IAM role that just has the execute-api:Invoke IAM privilege. execute-api.us-east-2.amazonaws.com/prod/invokecomprehendV1.

APIs 72

APIs Enterprise Engineering Accountability 72

Cincom

MAY 8, 2024

We’ll uncover leading practices for earning trust and referrals at scale and how CCM software streamlines the creation, coordination, and analysis of elevated messaging. Flexibility: The open architecture with comprehensive APIs makes incorporating new data sources simple, distributing across channels and adding integrations as needed.

Analytics 52

Analytics Enterprise Best practices Personalization 52

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents. Insurance carriers often come across dense text in insurance claims applications, such a patient’s discharge summary letter (see the following example image).

Analytics 75

Analytics APIs Healthcare Big data 75

NobelBiz

FEBRUARY 14, 2023

For example, suppose a customer has a history of requesting certain assistance. Enhancing data analysis: Data integration allows contact centers to analyze data from multiple sources, which can provide a complete understanding of the customer. For example, suppose a customer has a history of requesting certain assistance.

Contact Center 52

Contact Center CRM Journey mapping Government 52

delighted

DECEMBER 5, 2022

For example, you can set up an Alert that will go to the support team when someone mentions “help,” “support,” or “customer service,” so that a support member can jump on urgent requests quickly. Power up your analysis. A common misconception is that free survey platforms don’t have powerful survey analysis features.

Surveys 88

Surveys Feedback Best practices APIs 88

AWS Machine Learning

NOVEMBER 22, 2022

The solution improved the manual forecast by an average of 10% in regards to the WAPE metric. During this iterative improvement phase, the challenging part—true for all ML projects—is that the current iteration depends on the previous iteration’s key findings and insights, so rigorous analysis and reporting is key for success.

Sales 81

Sales Metrics APIs Healthcare 81

AWS Machine Learning

NOVEMBER 22, 2023

Pursue Metrics-Driven Quality and Continuous Improvement In IDP, what gets measured gets improved. Define and track key metrics related to document accuracy, processing times, and model efficacy. Defined metrics for IDP success – Establish and monitor clear metrics to measure the success and impact of the IDP operations.

Best practices 82

Best practices Metrics Feedback Enterprise 82

AWS Machine Learning

SEPTEMBER 23, 2022

The neural forecasters can be bundled as a single ensemble model, or incorporated individually into Bosch’s model universe, and accessed easily via REST API endpoints. These metrics provide business planning insights at different levels of aggregation and enable data-driven decision-making.

APIs 82

APIs Metrics Automotive Engineering 82

AWS Machine Learning

SEPTEMBER 23, 2022

Amazon CloudWatch – A monitoring and observability service that collects monitoring and operational data in the form of logs, metrics, and events. The Lambda function uses the Amazon Rekognition API to identify the animals in the image. In this example, we use the dataset from Kaggle. Lambda function code.

APIs 84

APIs Metrics Management Analytics 84

AWS Machine Learning

SEPTEMBER 13, 2022

Furthermore, the information can either be very clear and explicit (for example, with keywords and key phrases) or unclear and implicit (abstract topics and concepts). Often, the number of clusters in a corpus of documents is decided with the help of domain experts or by using some standard statistical analysis. Create a notebook.

APIs 67

APIs Metrics Scripts Accountability 67

AWS Machine Learning

DECEMBER 21, 2022

Customers can also access offline store data using a Spark runtime and perform big data processing for ML feature analysis and feature engineering use cases. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. You can also use the FeatureGroup().put_record

Scripts 73

Scripts Engineering APIs Big data 73

ProProfs Blog

OCTOBER 25, 2021

For example, you can use a customer satisfaction survey to know if your customers are happy with your existing product features or want a new feature. For example, you can send regular customer surveys to understand the product usage experience. Real-Time Response Collection and Analysis. Flexible User Interface. e) Typeform.

Feedback 148

Feedback Surveys Enterprise Analytics 148

AWS Machine Learning

SEPTEMBER 1, 2023

Example use cases are clothing design generation or imaginary personalized images. One main generative AI use case example is music composition. In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users.

Engineering 100

Engineering Accountability Construction APIs 100

AWS Machine Learning

DECEMBER 6, 2022

Research has shown that deep neural network models don’t make accurate predictions when faced with adversarial examples. Adversarial examples are intentionally perturbed inputs, aiming to mislead machine learning (ML) models towards incorrect outputs. Solution overview. Adversarial training. This process is called adversarial training.

Engineering 74

Engineering APIs Construction Metrics 74

Spearline

MARCH 2, 2022

It is a passive monitoring service that collects events information and metrics from WebRTC clients and analyzes, aggregates and visualizes it for you. watchRTC collects WebRTC related telemetry data from end users, making it available for analysis in real time and in aggregate. Learn more about watchRTC.

APIs 52

APIs Metrics Analytics Contact Center 52

Cincom

MAY 3, 2024

For example, a sales rep using Eloquence could instantly produce a detailed quote by having the automation tool pull the prospect’s information from the CRM system, the latest pricing data from an ERP or e-commerce platform, and discounts from a pricing database into a quote template. Related: Why Is Customer Communication Important?

Enterprise 40

Enterprise CRM APIs Customer retention 40

AWS Machine Learning

NOVEMBER 21, 2022

Evaluate model performance on the hold-out test data with various evaluation metrics. You can use the demo notebook to send example data to already deployed model endpoints for the document summarization and question answering tasks. The demo notebook quickly allows you to get hands-on experience by querying the example data.

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

JUNE 29, 2022

We will use the GLUE benchmark suite, which consists of nine datasets for natural language understanding tasks, such as textual entailment recognition or sentiment analysis. Furthermore, we add another callback function to Hugging Face’s Trainer API that reports the validation performance after each epoch back to Syne Tune.

Benchmark 76

Benchmark Metrics APIs Scripts 76

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. For example, you can share Veeva PromoMats marketing assets to Salesforce.

APIs 72

APIs Healthcare SaaS Engineering 72