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 100

APIs Metrics Consulting Consulting 100

ChurnZero

MARCH 18, 2022

With so many SaaS metrics floating around, and even more opinions on when and how to use them, it can be hard to know if you’re measuring what really matters. Leading SaaS expert, Dave Kellogg, and ChurnZero CEO, You Mon Tsang, sat down to answer all the questions you want to know about SaaS metrics like ARR, NRR, GRR, LTV, and CAC (i.e.,

SaaS 98

SaaS Metrics Enterprise Surveys 98

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 88

APIs Accountability Enterprise Transportation 88

AWS Machine Learning

JANUARY 5, 2024

Query training results: This step calls the Lambda function to fetch the metrics of the completed training job from the earlier model training step. RMSE threshold: This step verifies the trained model metric (RMSE) against a defined threshold to decide whether to proceed towards endpoint deployment or reject this model.

Management 116

Management APIs Engineering Government 116

AWS Machine Learning

MARCH 1, 2023

Flywheel creates a data lake (in Amazon S3) in your account where all the training and test data for all versions of the model are managed and stored. 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 73

APIs Metrics Accountability Scripts 73

AWS Machine Learning

OCTOBER 10, 2022

From the combined industry experience, the solution team believes that many of the modus operandi in a mobile environment is driven by fraudsters having tools and methods to create fake accounts at scale and bypass a platform’s security checks on the device, thereby enabling them to exploit the platform for large returns.

APIs 75

APIs Accountability Metrics Government 75

VirtualPBX

NOVEMBER 8, 2023

Efficiency and Cost-Efficiency for an Accounting Firm Company: Greenfields Financial Services Industry: Financial Services Segment: Small Greenfields Financial Services , a distinguished accounting and taxation firm, was struggling with an unreliable landline system. We liked the personalized training that came with it.

Healthcare 98

Healthcare APIs Customer centricity Accountability 98

AWS Machine Learning

MARCH 27, 2024

When you use the Amazon Titan Image Generator model to fine-tune, a copy of this model is created in the AWS model development account, owned and managed by AWS, and a model customization job is created. It can now be used for inference only by your account and is not shared with any other AWS account.

APIs 91

APIs Accountability Engineering Entertainment 91

JustCall

JANUARY 23, 2024

With aspects like multichannel support and varied products and services into account, businesses need a streamlined platform to reach customers and address their needs on time. It can gather insights from metrics such as customer response, average time to handle each issue, conversation volume, first response time, etc.

APIs 52

APIs Chatbots Multichannel Accountability 52

AWS Machine Learning

JULY 7, 2022

You can use APIs or AWS CloudFormation (see Creating Amazon Lex V2 resources with AWS CloudFormation ) to manage the bot programmatically. Identify user experience metrics – Defining the conversational experience can be hard. You should evaluate the user experience, and invest in an automated testing to generate key metrics.

Best practices 81

Best practices Metrics APIs Accountability 81

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. You can use the API operations discussed in this notebook in your own applications.

APIs 81

APIs Accountability Enterprise Metrics 81

AWS Machine Learning

DECEMBER 1, 2022

You can then compare the performance of the two versions using metrics such as latency and error rate. Optionally, you can monitor the variants through a built-in dashboard with a side-by-side comparison of the performance metrics. Please refer to the CreateModel API here. Pre-requisites. Step 1 – Create a shadow test.

APIs 84

APIs Metrics Management Engineering 84

AWS Machine Learning

APRIL 17, 2023

To help you build the right expectation of model performance, besides model AUC, Amazon Fraud Detector also reports uncertainty range metrics. The following table defines these metrics. To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector')

APIs 77

APIs Government Metrics Engineering 77

AWS Machine Learning

JULY 6, 2023

Depending on the needs, any and all parts of the ML lifecycle can be run in either the customer AWS account or SaaS AWS account, and data and models can be shared across accounts using AWS Identity and Access Management (IAM) policies or third-party user-based access tools. The recommended method is to use IAM roles.

SaaS 81

SaaS Accountability APIs Engineering 81

AWS Machine Learning

AUGUST 30, 2023

For a quantitative analysis of the generated impression, we use ROUGE (Recall-Oriented Understudy for Gisting Evaluation), the most commonly used metric for evaluating summarization. This metric compares an automatically produced summary against a reference or a set of references (human-produced) summary or translation.

Healthcare 117

Healthcare APIs Scripts Metrics 117

AWS Machine Learning

APRIL 11, 2023

However, bad actors increasingly deploy spoof attacks using the user’s face images or videos posted publicly, captured secretly, or created synthetically to gain unauthorized access to the user’s account. This can deter a bad actor using social media pictures of another person to open fraudulent bank accounts.

APIs 83

APIs Accountability Government Healthcare 83

Totango

MAY 17, 2023

By empowering sales, marketing and customer success teams to work together more closely, his team can ensure initial goals and metrics are clearly understood and the appropriate milestones are transparently agreed upon.

Sales 106

Sales Marketing Metrics APIs 106

AWS Machine Learning

JANUARY 12, 2023

However, this can mean processing customer data in the form of personally identifiable information (PII) in relation to activities such as purchases, returns, use of flexible payment options, and account management. An additional bespoke PII type for customer account number was added through Amazon Comprehend, but has not been needed so far.

Engineering 112

Engineering APIs Accountability Metrics 112

AWS Machine Learning

APRIL 24, 2023

In this post, we explore how AWS customer Pro360 used the Amazon Comprehend custom classification API , which enables you to easily build custom text classification models using your business-specific labels without requiring you to learn machine learning (ML), to improve customer experience and reduce operational costs.

APIs 65

APIs Customer Experience Feedback Chatbots 65

Inbenta

JULY 3, 2020

WhatsApp Business also has additional features to differentiate it from an individual account and aimed at facilitating business-to-customer communication. Statistics – WhatsApp for Business lets you access key metrics like how many of your messages were sent, delivered, and read. This can be set up to activate at a chosen time.

Chatbots 98

Chatbots APIs Wait times CRM 98

BlueOcean

OCTOBER 4, 2023

Customer saves are a key metric, and we outperformed the previous partner, with nearly ten years’ experience under their belt, right out of the gate, realizing a nearly 5% increase in retention during our first quarter in production. 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

NOVEMBER 1, 2022

Autopilot training jobs start their own dedicated SageMaker backend processes, and dedicated SageMaker API calls are required to start new training jobs, monitor training job statuses, and invoke trained Autopilot models. For this walkthrough, complete the following prerequisite steps: Set up an AWS account. Prerequisites.

Scripts 83

Scripts APIs Metrics Engineering 83

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. Extract default entities with the Amazon Comprehend DetectEntities API. The response from the DetectEntities API includes the default entities. Extraction phase.

Analytics 81

Analytics APIs Healthcare Big data 81

Totango

APRIL 26, 2021

Download Campaign Metrics for Targeted Users. Campaigns, SuccessPlays, Account, and User segments with more than one collection criteria now returns accurate results when all the collection criteria match the same collection record. SCIM User API Improvements: Support API capabilities to update team members in Groups / Teams. .

Scripts 62

Scripts APIs Customer retention Enterprise 62

AWS Machine Learning

OCTOBER 27, 2022

We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket. We use the AutoPredictor API, which is also accessible through the Forecast console. We use the AutoPredictor API, which is also accessible through the Forecast console.

APIs 98

APIs Best practices Metrics Government 98

ProProfs Blog

JUNE 26, 2020

Account Administrator. Account Administrator, also known as Admin, manages and configures the customer support software like live chat or help desk for its team members. Application Program Interface (API). Application Programming Interface (API) is a combination of various protocols, tools, and codes. Agent/User.

Customer Service 179

Customer Service APIs Customer Support Feedback 179

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. These two options cover a majority of near-real-time medical imaging inference pipeline use cases.

Healthcare 101

Healthcare APIs Enterprise Engineering 101

AWS Machine Learning

MARCH 28, 2024

You can scrape the filings from EDGAR directly, or use APIs in Amazon SageMaker with a few lines of code, for any period of time and for a large number of tickers (i.e., For the latter, the authors assign sampling weights for each data points according the metric values, and then randomly sample k data points to meet the training budget.

Finance 102

Finance Metrics Banking Engineering 102

AWS Machine Learning

NOVEMBER 16, 2022

Enhanced monitoring and observability for ML workloads including Amazon EKS, Kubeflow metrics, and application logs using Prometheus, Grafana, and Amazon CloudWatch integrations. Added integration with Amazon Managed Service for Prometheus (AMP) and Amazon Managed Grafana to monitor metrics with Kubeflow on AWS. and PyTorch 1.12.1.

Metrics 72

Metrics Scripts Enterprise APIs 72

AWS Machine Learning

JULY 24, 2023

If the model changes on the server side, the client has to know and change its API call to the new endpoint accordingly. Based on these metrics an informed decision can be made. Neuron compilation explained The Neuron SDK’s API closely resembles the PyTorch Python API. 3 Inf1.24xlarge 16 64 1.5 code as the entry point.

Scripts 78

Scripts APIs Engineering Best practices 78

Nicereply

NOVEMBER 16, 2021

From that point of view, it is a practical thing that you don’t need to create a new account, copy API keys, or worry about incorrect credentials. Moreover, until you set everything well and your account is active, your survey should work without any problems. Now you see an agents’ average score and the number of metrics.

Surveys 111

Surveys Metrics Analytics Enterprise 111

CustomerSuccessBox

APRIL 19, 2021

Customer behavior analytics is becoming increasingly an important metric across all industries to understand, engage and retain customers. Further, the focus here will be to capture both user and account usage. Users are always seen as a persona belonging to a specific account. Consumption Metric . Basic Telemetry.

Customer retention 52

Customer retention SaaS APIs Metrics 52

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 109

Engineering Accountability Construction APIs 109

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 89

Best practices Metrics Feedback Enterprise 89

AWS Machine Learning

MAY 10, 2023

It provides a suite of tools for visualizing training metrics, examining model architectures, exploring embeddings, and more. When they create a SageMaker training job, domain users can use TensorBoard using the SageMaker Python SDK or Boto3 API. x_test / 255.0 x_test / 255.0 strftime("%d-%m-%Y-%H-%M-%S") region = boto3.session.Session().region_name

Scripts 79

Scripts Metrics Construction APIs 79

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. Anomaly detection – You can share Veeva PromoMats documents to Amazon Lookout for Metrics for anomaly detection.

APIs 78

APIs Healthcare SaaS Engineering 78

AWS Machine Learning

MARCH 29, 2023

The Independent Evaluation Office (IEO) is a functionally independent office within the UNDP that supports the oversight and accountability functions of the Executive Board and management of the UNDP, UNCDF, and UNV. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing.

APIs 74

APIs Construction Metrics Technology 74