AWS Machine Learning

MAY 31, 2023

In such cases, data scientists have to provide these parameters to their ML model training and deployment code manually, by noting down subnets, security groups, and KMS keys. Provide a name for the stack (for example, networking-stack ), and complete the remaining steps to create the stack.

APIs 84

APIs Scripts Accountability Enterprise 84

Nexmo

NOVEMBER 10, 2020

For example, here’s a brief discussion that frames the context of this tutorial: Business Expert: “When a customer places a phone call, we want to audit whether the call was answered and when the call was completed.”. Luckily for us, Vonage has a fantastic API for tracking phone calls ! Vonage API Account. Prerequisites.

APIs 139

APIs Accountability 139

AWS Machine Learning

APRIL 18, 2024

For Meeting Assist Bedrock Knowledge Base Id (existing) , enter your existing knowledge base ID (for example, JSXXXXX3D8 ). If the meeting app (for example, Zoom.us) is supported by the LMA extension, the user’s name, meeting name, and active speaker names are automatically detected by the extension.

APIs 115

APIs Accountability Analytics Entertainment 115

AWS Machine Learning

OCTOBER 18, 2023

Purina US, a subsidiary of Nestle, has a long history of enabling people to more easily adopt pets through Petfinder , a digital marketplace of over 11,000 animal shelters and rescue groups across the US, Canada, and Mexico. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 101

APIs Metrics Consulting Consulting 101

AWS Machine Learning

NOVEMBER 22, 2022

For example, marketing could use this data to create campaigns targeting different customer segments. We also demonstrate how to understand the different sentiments associated with specific entities in the text (such as company, product, person, or brand) directly from the API. Use cases for real-time sentiment analysis.

APIs 71

APIs CRM Feedback B2C 71

AWS Machine Learning

AUGUST 15, 2022

You can get started without any prior machine learning (ML) experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. For example, in ecommerce applications, you can use this feature to have 20% of recommended items be those marked as on sale, or from a certain brand, or category. Prerequisites.

Personalization 74

Personalization APIs Entertainment Marketing 74

AWS Machine Learning

DECEMBER 21, 2022

Depending on the design of your feature groups and their scale, you can experience training query performance improvements of 10x to 100x by using this new capability. SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Creating feature groups using Iceberg table format.

Scripts 77

Scripts Engineering APIs Big data 77

AWS Machine Learning

NOVEMBER 21, 2022

In the following sections, we review the new capabilities and their benefits in more detail with some examples. The following are some examples of the new labels: Popular landmarks – Brooklyn Bridge, Colosseum, Eiffel Tower, Machu Picchu, Taj Mahal, etc. Let’s look at a label detection example for the Brooklyn Bridge.

APIs 71

APIs Advertising Automotive Personalization 71

AWS Machine Learning

APRIL 12, 2023

Amazon Kendra can easily validate the identity of individual users as well as user groups who perform searches with the addition of secure search tokens. The documents being used in this example are a subset of AWS public documents. User Group Document Type Authorized for Access Guest. getUrlEncoder().encodeToString(secret.getBytes(StandardCharsets.UTF_8));

Enterprise 93

Enterprise APIs Engineering Management 93

AWS Machine Learning

APRIL 25, 2023

The service account is provided with authorization scopes to allow access to certain Gmail APIs. In our example, we name the project KendraGmailConnector. After the project is created, choose the options menu, choose API & Services ¸ and choose Library to view the API Library. Choose Create service account.

APIs 68

APIs Accountability Management Technology 68

ConvergeOne

JUNE 7, 2022

At its most basic level, CPaaS is an API-based model for accessing carrier services and media processing resources associated with those carrier services. All they had to do was become a regulated carrier (if they weren’t already) and sell their services as API-based web services. A great example of this for Avaya is Spaces.

APIs 78

APIs Transportation voip Contact Center 78

TechSee

MARCH 16, 2023

An example would be reading a mix of numbers and letters on the serial number of a specific electronic instrument or even a receipt for a sale. For example, an OCR model trained to identify and extract an IP address from a screenshot will automatically find and identify an IP address.

APIs 109

APIs CRM Technology Sales 109

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 79

Analytics APIs Healthcare Big data 79

AWS Machine Learning

DECEMBER 21, 2022

Choose Create an OAuth API endpoint for external clients. For Secret name , enter a name (for example, AmazonKendra-ServiceNow-secret ). For Index name , enter a name for the index (for example, my-ServiceNow-index ). For Data source name , enter a name (for example, my-ServiceNow-connector ). Choose Save. Choose Next.

APIs 76

APIs Enterprise Accountability Engineering 76

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

NOVEMBER 22, 2022

For example, the BMW Group needed a unified translation solution to help their business units, such as Sales and Manufacturing, use translation technology at scale and remove common mistranslation issues across the enterprise. Using Amazon API Gateway , these features are exposed as one simple /translate API.

APIs 73

APIs Enterprise Accountability industry standards 73

VirtualPBX

JULY 7, 2022

The Starter Plan includes unlimited local minutes, 1 Auto Attendant, Ring Groups, Audio Conferencing, Business Texting, Faxing, and Call Logs. Below are some examples of where you can have your calls redirected: A self-serve phone in a reception area. Forwarding calls to a landline or mobile phone.

voip 98

voip Call Logging Call flow APIs 98

AWS Machine Learning

APRIL 4, 2024

A Lambda function performs the same data transformation operations as the batch ingestion job at the individual record level, and ingests the data into Amazon Personalize using the PutEvents and PutItems APIs. For example, article metadata may contain company and industry names in the article.

Personalization 85

Personalization APIs Engineering Metrics 85

AWS Machine Learning

DECEMBER 1, 2023

For example, MLOps engineers typically perform model deployment activities, whereas data scientists perform ML training and validation activities. As a platform administrator, you can use the updated user interface (UI) and APIs to onboard users faster, with the right security settings and infrastructure. In the Who will use Studio?

Enterprise 101

Enterprise APIs Accountability Government 101

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. SageMaker Model Monitor APIs offer data and model quality monitoring. For example, Yara has a central deployment account, and uses workload accounts to host business applications. This is done using a deployment map in ADF.

APIs 94

APIs Accountability Metrics Engineering 94

AWS Machine Learning

APRIL 18, 2023

For example, we have added support to search OneNote documents. To show the search results based on user access rights and using only the user information, the connector provides an identity crawler to load principal information, such as user and group mappings into a principal store. Filter the query by users or groups.

APIs 73

APIs Accountability Enterprise Engineering 73

AWS Machine Learning

NOVEMBER 21, 2022

For example, a fashion retailer introducing a new T-shirt line will want to forecast demand for that line to optimize store inventory. This feature is available in all Regions where Forecast is publicly available through the AWS Management Console or the AutoPredictor API. Choose Create dataset group. Choose Next. Choose Start.

APIs 72

APIs Engineering Management Marketing 72

AWS Machine Learning

FEBRUARY 14, 2023

Additional refinement is needed to find the documents specific to that user or user group as the top search result. In this blog post, we focus on retrieving custom search results that apply to a specific user or user group. The use of the AWS Lambda function will provide you with fine-grained control of the Amazon Kendra API calls.

Chatbots 83

Chatbots APIs Construction Engineering 83

AWS Machine Learning

OCTOBER 6, 2022

For example, searching for a video (even within a series) that contained a scene on a boat that isn’t significant enough to be mentioned in the metadata. To get started, you simply choose which of Amazon Rekognition’s wide range of capabilities is relevant to your task, and call the relevant API.

APIs 69

APIs Engineering Enterprise Advertising 69

AWS Machine Learning

MARCH 30, 2023

You can get started without any prior ML experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. For example, if you have a high traffic website with rapidly changing trends, you can specify 30 minutes as the trend discovery frequency. The following diagram illustrates the solution workflow.

Personalization 87

Personalization APIs Accountability Engineering 87

AWS Machine Learning

MAY 19, 2023

The DescribeForMe web app invokes the backend AI services by sending the Amazon S3 object Key in the payload to Amazon API Gateway Amazon API Gateway instantiates an AWS Step Functions workflow. A pre-signed URL with the location of the audio file stored in Amazon S3 is sent back to the user’s browser through Amazon API Gateway.

APIs 93

APIs Scripts Engineering Best practices 93

AWS Machine Learning

NOVEMBER 15, 2023

In this post, we use the SAM model as an example foundation vision model and explore its application to the BDD100K dataset , a diverse autonomous driving dataset for heterogeneous multitask learning. As an example, we can provide an input with an image and bounding box around an object of interest in that image (e.g.

Engineering 96

Engineering APIs Automotive Entertainment 96

AWS Machine Learning

OCTOBER 25, 2022

You can use the reference architecture in this post to test different folding algorithms, test existing pre-trained models on new data, or make performant OpenFold APIs available for broader use in your organization. For simplicity, in this example, we kept the nodes in the same Availability Zone. download-openfold-data/push.sh

APIs 80

APIs Scripts Banking Engineering 80

AWS Machine Learning

MARCH 23, 2023

To demonstrate this, we show an example of customizing an Amazon SageMaker Scikit-learn, open sourced, deep learning container to enable a deployed endpoint to accept client-side encrypted inference requests. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

Scripts 101

Scripts APIs Government Analytics 101

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. The drift notification emails will look similar to the examples in Figure 8. It helped enrich the scoring data for better decision making.

Management 117

Management APIs Engineering Government 117

Nexmo

DECEMBER 16, 2019

With the Nexmo Voice API , you can give your Internet-connected home devices a phone number and a voice. Sensibo API Account. You will need your API credentials from both Nexmo and Sensibo. API Credentials. Sensibo API Credentials. In addition to your Sensibo API key, you also need the name of your Sensibo device.

APIs 83

APIs Accountability Construction Management 83

AWS Machine Learning

APRIL 16, 2024

If you download the example template and deploy it, you should see that an IAM role has been created. We provide examples of templates as we go through this post and merge them as we get further along. This includes, for example, Intents and Slot types. You can use the following template to create the role.

Management 92

Management Construction APIs Chatbots 92

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 88

APIs Banking Analytics Accountability 88

Nicereply

JUNE 1, 2021

The main factors Argeweb focused on were price , API access , and also GDPR compliance. “We We initially did not select Nicereply and went with another supplier but during implementation, we noticed a fatal mismatch in API functionality of the other supplier and discovered we made an error in comparing the pricing of Nicereply.

APIs 99

APIs SaaS Surveys Feedback 99

AWS Machine Learning

JULY 20, 2022

For example, education technology companies can use it to map their content to industry taxonomies in order to facilitate adaptive learning that delivers personalized learning experiences based on students’ individual needs. The Amazon Rekognition object label API detects labels in images. CITM maps content to a standard taxonomy.

Advertising 83

Advertising APIs Automotive industry standards 83

ConvergeOne

MAY 4, 2021

At its most basic level, CPaaS is simply an API-based model for accessing carrier services and the media processing resources associated with those carrier services. All they had to do was become a regulated carrier (if they weren’t already) and sell their services not in the form of regular trunks, but as API-based web services.

APIs 63

APIs Transportation voip Contact Center 63

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 101

Healthcare APIs Enterprise Engineering 101