AWS Machine Learning

AUGUST 15, 2022

Named entity recognition (NER) is a natural language processing (NLP) sub-task that involves sifting through text data to locate noun phrases, called named entities, and categorizing each with a label, such as brand, date, event, location, organizations, person, quantity, or title. TDocumentSchema().load(response)

Banking 78

Banking APIs Accountability Analytics 78

AWS Machine Learning

JULY 19, 2022

The S3 event notification triggers the AWS Lambda function state_machine.py (not shown in the diagram), which invokes the Step Functions state machine. We set the OutputFormat to mp3 , which tells Amazon Polly to generate an audio stream for this API call. In the second branch, we invoke the Lambda function generate_speech_marks.py

Engineering 88

Engineering APIs Education Best practices 88

AWS Machine Learning

JANUARY 26, 2024

Plan for rollback and recovery from production security events and service disruptions such as prompt injection, training data poisoning, model denial of service, and model theft early on, and define the mitigations you will use as you define application requirements.

Best practices 129

Best practices Government Engineering Accountability 129

Xaqt

FEBRUARY 6, 2020

Back then, Artificial Intelligence, APIs, Robotic Process Automation (RPA), and even "Big Data" weren't things yet. Go ask the person in Public Works responsible for managing your street lights what they think about dynamically adjusting the luminosity based on real-time events happening in the parking department.

Contact Center 52

Contact Center Enterprise Call Center APIs 52

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Whenever a new form is loaded, an event is invoked in Amazon SQS.

Healthcare 110

Healthcare APIs Consulting Consulting 110

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. Toggle Enable Events on. The event subscription should get automatically verified. Choose Save Changes. The integration is now complete.

APIs 114

APIs Engineering Accountability Scripts 114

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Predicting customer behavior based on spoken interactions provides contact centers with a powerful tool to drive greater business results.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Predicting customer behavior based on spoken interactions provides contact centers with a powerful tool to drive greater business results.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Callminer

JULY 15, 2019

We are mirroring these events broadcast in US and UK friendly time zones, like a 3-day long concert, with themes each day highlighting: Tuesday, July 23rd Agent Performance and Contact Center Efficiency. Webinarstock Calendar of Events. Creating Customer Service Super Agents with Data, Tech and Coaching featuring Forrester.

Contact Center 28

Contact Center Telecommunications Analytics Employee engagement 28

AWS Machine Learning

JUNE 19, 2023

Sync your AD users and groups and memberships to AWS Identity Center: If you’re using an identity provider (IdP) that supports SCIM, use the SCIM API integration with IAM Identity Center. When the AD user is assigned to an AD group, an IAM Identity Center API ( CreateGroupMembership ) is invoked, and SSO group membership is created.

APIs 75

APIs Accountability Construction Enterprise 75

AWS Machine Learning

DECEMBER 18, 2023

The SageMaker Canvas UI lets you seamlessly integrate data sources from the cloud or on-premises, merge datasets effortlessly, train precise models, and make predictions with emerging data—all without coding. Solution overview Users persist their transactional time series data in MongoDB Atlas.

Finance 111

Finance APIs Analytics Scripts 111

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. SIMD describes computers with multiple processing elements that perform the same operation on multiple data points simultaneously.

Benchmark 77

Benchmark Banking Analytics Big data 77

AWS Machine Learning

APRIL 19, 2023

An event time feature is also required, which enables the feature store to track the history of feature values over time. In addition to creating a training dataset, we use the PutRecord API to put the 1-week feature aggregations into the online feature store nightly. Nov-01,22:01:00 1 74.99 …9843 99.50 Nov-01,22:05:05 4 200.00

Engineering 81

Engineering Analytics APIs Enterprise 81

AWS Machine Learning

JUNE 15, 2022

Edge is a term that refers to a location, far from the cloud or a big data center, where you have a computer device (edge device) capable of running (edge) applications. How do I eliminate the need of installing a big framework like TensorFlow or PyTorch on my restricted device? Edge computing. Use case 1.

Transportation 80

Transportation APIs Big data Wireless 80

AWS Machine Learning

AUGUST 29, 2023

When a new version of the model is registered in the model registry, it triggers a notification to the responsible data scientist via Amazon SNS. Batch inference The SageMaker batch inference pipeline runs on a schedule (via EventBridge) or based on an S3 event trigger as well.

Scripts 77

Scripts APIs Enterprise Accountability 77

AWS Machine Learning

JUNE 24, 2022

This might be a triggering mechanism via Amazon EventBridge , Amazon API Gateway , AWS Lambda functions, or SageMaker Pipelines. The first step of the CI/CD pipeline requests a manual approval by the lead data scientist (and optionally the product owner, business analyst, or other lead data scientists).

Enterprise 97

Enterprise Engineering Accountability APIs 97

AWS Machine Learning

DECEMBER 1, 2022

Trigger workflows using Amazon EventBridge integration for Model card status change events. Organizations can dive deep to identify which models have missing or inactive monitors and add them using SageMaker APIs to ensure all models are being checked for data drift, model drift, bias drift, and feature attribution drift.

Government 83

Government Metrics APIs Engineering 83

aircall

MARCH 19, 2021

With all the available customer data companies have at their disposal to enhance the performance of customer service, sales, and marketing efforts, a remarkable 73% of companies still do not use it effectively. And out of those who do practise data collection, only 12% analyze it. Best Practices of Customer Data Management.

Sales 62

Sales CRM Marketing Best practices 62

SmartKarrot

JUNE 23, 2020

Without analytics, collation of behavioural data is a waste. Without analytics, CS teams can only rely on insufficient demographic data, or what’s called ‘vanity metrics. So, as Streaming, Sharing, Stealing: Big Data and the Future of Entertainment co-author Michael D. This needs to nothing but data clutter.

Analytics 10

Analytics SaaS Upselling Entertainment 10

SmartKarrot

FEBRUARY 3, 2022

EBANX features hosted pages, and developer APIs, among other features. Neoway is a market intelligence and Big Data platform that provides companies with important insights to help them grow. The company’s product SIMM, a sophisticated market data analytics platform, allows it to deliver accurate insights. Hi Platform.

SaaS 10

SaaS Real estate Construction Transportation 10

AWS Machine Learning

SEPTEMBER 21, 2022

This post shows how companies can introduce hundreds of employees to ML concepts by easily running AWS DeepRacer events at scale. Run AWS DeepRacer events at scale. Our post-event statistics indicate that up to 75% of all participants to DeepRacer events are new to AI/ML and 50% are new to AWS.”.

Accountability 65

Accountability APIs Enterprise Big data 65