AWS Machine Learning

NOVEMBER 3, 2022

Before you get started, refer to Part 1 for a high-level overview of the insurance use case with IDP and details about the data capture and classification stages. 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.

Analytics 82

Analytics APIs Healthcare Big data 82

AWS Machine Learning

DECEMBER 21, 2022

SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. 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. Table formats provide a way to abstract data files as a table.

Scripts 79

Scripts Engineering APIs Big data 79

AWS Machine Learning

SEPTEMBER 9, 2022

It stores history of ML features in the offline store (Amazon S3) and also provides APIs to an online store to allow low-latency reads of most recent features. With purpose-built services, the Amp team was able to release the personalized show recommendation API as described in this post to production in under 3 months. Conclusion.

Personalization 78

Personalization APIs Engineering Metrics 78

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. When those datasets are ready, we can start to train the predictor. Ray Wang is a Solutions Architect at AWS.

APIs 98

APIs Best practices Metrics Government 98

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 102

Scripts APIs Government Analytics 102

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs 76

APIs Accountability Scripts Enterprise 76

AWS Machine Learning

JULY 19, 2022

To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. The solution workflow is as follows: Store satellite imagery data in Amazon S3 as the input source. Store satellite imagery data in Amazon S3 as an input source.

APIs 76

APIs Metrics Enterprise Marketing 76

AWS Machine Learning

JULY 24, 2023

They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. In this section, we show how to build your own container, deploy your own GPT-2 model, and test with the SageMaker endpoint API. implement the model and the inference API. gpt2 and predictor.py

APIs 72

APIs Engineering Construction Benchmark 72

AWS Machine Learning

NOVEMBER 29, 2023

Amazon SageMaker notebook jobs allow data scientists to run their notebooks on demand or on a schedule with a few clicks in SageMaker Studio. With this launch, you can programmatically run notebooks as jobs using APIs provided by Amazon SageMaker Pipelines , the ML workflow orchestration feature of Amazon SageMaker.

APIs 89

APIs Management Engineering Big data 89

Avaya

NOVEMBER 16, 2016

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. billion GB of data were being produced every day in 2012 alone!)

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. Aamna Najmi is a Data Scientist with AWS Professional Services.

APIs 67

APIs Scripts Engineering Technical Support 67

AWS Machine Learning

NOVEMBER 27, 2023

Let’s invoke the Amazon OpenSearch API to search relevant documents for the generated vector embeddings. His knowledge ranges from application architecture to big data, analytics, and machine learning. Add a custom transform with Python (PySpark). Add a custom transform with Python (PySpark).

Engineering 78

Engineering APIs Big data Accountability 78

AWS Machine Learning

SEPTEMBER 9, 2022

When the message is received by the SQS queue, it triggers the AWS Lambda function to make an API call to the Amp catalog service. The Lambda function retrieves the desired show metadata, filters the metadata, and then sends the output metadata to Amazon Kinesis Data Streams. Data Engineer for Amp on Amazon.

Analytics 75

Analytics Engineering APIs Metrics 75

JivoChat

JANUARY 31, 2023

The Data Analyst Course With the Data Analyst Course, you will be able to become a professional in this area, developing all the necessary skills to succeed in your career. The course also teaches beginner and advanced Python, basics and advanced NumPy and Pandas, and data visualization.

Analytics 75

Analytics APIs Scripts Big data 75

DMG Consulting

MAY 26, 2020

The greatest areas of investment in service organizations and contact centers are in AI, robotic process automation (RPA), big data and digital-oriented applications, all of which are delivered via the cloud. The idea is to make systems interoperable through easy-to-use application programming interfaces (APIs).

Analytics 96

Analytics Contact Center APIs Consulting 96

Hodusoft

AUGUST 30, 2022

Businesses of every size, type, and industry can benefit from using cloud services for a variety of reasons such as: Data backup Software development and testing Email Disaster recovery Virtual desktops Big data analytics Customer-facing web applications, and more. The most popular cloud-based services: UCaaS, CCaas, and CPaaS.

APIs 52

APIs Interactive Voice Response Contact Center voip 52

Spearline

JANUARY 23, 2018

An API (Application Programming Interface) will enhance your utilisation of our platform. Our RESTful API provides your developers with the ability to create campaigns, add numbers, time groups, export data for every test run, every day, every hour, every minute if that’s what you need to put your arms around your business.

Benchmark 40

Benchmark Call flow APIs Big data 40

AWS Machine Learning

AUGUST 15, 2022

Document is a wrapper function used to help parse the JSON response from the API. It provides a high-level abstraction and makes the API output iterable and easy to get information out of. Anjan works with enterprise customers and is passionate about developing, deploying and explaining AI/ML, data analytics, and big data solutions.

Banking 80

Banking APIs Accountability Analytics 80

AWS Machine Learning

AUGUST 2, 2023

After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. You can then search for images using natural language queries, such as “Find images of red roses” or “Show me pictures of dogs playing in the park,” through the Amazon Kendra console, SDK, or API.

Enterprise 77

Enterprise Healthcare APIs Big data 77

AWS Machine Learning

JULY 19, 2023

When that job is done, you can invoke an API that summarizes the text or answers questions about it. In entered the Big Data space in 2013 and continues to explore that area. After the upload is complete, you can trigger a text extraction job powered by Amazon Textract. He also holds an MBA from Colorado State University.

Construction 67

Construction APIs Big data Engineering 67

AWS Machine Learning

FEBRUARY 13, 2024

His expertise spans a broad spectrum, encompassing scalable architectures, distributed computing, big data analytics, micro services and cloud infrastructures for organizations. It also shows how to grant access permissions to existing feature groups at the owner account and share these with another consumer account using AWS RAM.

Accountability 112

Accountability Government Engineering Scripts 112

AWS Machine Learning

FEBRUARY 15, 2024

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. The Lambda function can be called from an application or Amazon API Gateway.

Metrics 98

Metrics Analytics APIs Big data 98

DMG Consulting

DECEMBER 10, 2018

The “platform as a service” paradigm, which essentially leverages application programming interfaces (APIs) to build out functional capabilities, makes it easier to build your own solution (BYOS). It’s undeniable that contact center platform vendors are having a highly positive disruptive impact on the pace of innovation in the CBCCI sector.

Contact Center 75

Contact Center contact center solutions CRM Enterprise 75

AWS Machine Learning

JULY 19, 2022

We set the OutputFormat to mp3 , which tells Amazon Polly to generate an audio stream for this API call. We again use the start_speech_synthesis_task method but specify OutputFormat to json , which tells Amazon Polly to generate speech marks for this API call. He is passionate about machine learning and natural language processing.

Engineering 90

Engineering APIs Education Best practices 90

Hello Customer

JUNE 21, 2023

In 2018 we saw a similar evolution in the data space. Up until then, organizations often used big data warehouses to centralize all their data. The downside was that that data never fitted a specific use case: the finance department wants to see data in a different way than the product or marketing team.

Customer Experience 52

Customer Experience Engineering Feedback Finance 52

AWS Machine Learning

JANUARY 26, 2024

Define strict data ingress and egress rules to help protect against manipulation and exfiltration using VPCs with AWS Network Firewall policies. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes.

Best practices 128

Best practices Government Engineering Accountability 128

Xaqt

FEBRUARY 6, 2020

Back then, Artificial Intelligence, APIs, Robotic Process Automation (RPA), and even "Big Data" weren't things yet. Cisco acquired the company in 2007 before we fully delivered on the vision, but recent developments in the market make now the perfect time to implement. Rewind it Back Let's take a look back to 2005 when "Web 2.0"

Contact Center 52

Contact Center Enterprise APIs Call Center 52

Quadient

JULY 21, 2022

Os líderes digitais coletam dados e obtêm informações valiosas com a ajuda de modelos de dados padrão, Inteligência Artificial (IA) e análise de big data. Empresas do nível 5 frequentemente constroem seus próprios ecossistemas de aplicativos, conectando microsserviços baseados em API, provisionados através de modelos de nuvens puras.

APIs 52

APIs Big data SaaS Chatbots 52

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

Quadient

JULY 21, 2022

Digitale leiders verzamelen gegevens en verkrijgen waardevolle inzichten met behulp van standaard datamodellen, Artificial Intelligence (AI) en big data-analyse. Level 5-bedrijven bouwen vaak hun eigen applicatie-ecosysteem door API-gebaseerde microservices te koppelen die via pure cloudmodellen worden aangeboden.

Customer Experience 40

Customer Experience Management Journey mapping APIs 40

Natalie Petouhof

FEBRUARY 24, 2016

Big Data & Analytics. Nova provides image generation capabilities (platform and toolset) as a service, APIs to allow customers to create film-quality 3D assets, video and static advertising imagery enabling the delivery of highly personalized and interactive videos to customers. Their areas of focus are: .

Government 40

Government Consulting Consulting Analytics 40

AWS Machine Learning

MAY 3, 2023

Furthermore, SageMaker Processing provides an API interface for running, monitoring, and evaluating the workload. He has extensive experience in Big Data Analytics, Distributed Computing, and Natural Language Processing. Sharmo Sarkar is a Senior Manager at Vericast.

Engineering 75

Engineering Metrics APIs Big data 75

CSM Magazine

JULY 28, 2015

Designing mobile hooks, leveraging new APIs to enhance the existing call flow and creating omni-channel content delivery is outside the scope of most call center operations. The challenge for many providers is executing on this vision.

Call Center 45

Call Center Customer Service Call flow Abandon rate 45

Quadient

JULY 21, 2022

Le aziende leader sotto il profilo del digitale raccolgono dati e ricavano spunti preziosi attraverso l'ausilio di modelli dati standardizzati, dell'intelligenza artificiale (IA) e dell'analisi dei big data. Ciò consente loro di innovare più rapidamente rispetto ai loro competitor non digitali.

Customer Experience 40

Customer Experience Management APIs Big data 40

Quadient

JULY 21, 2022

Los líderes digitales recopilan datos y obtienen información valiosa con la ayuda de modelos de datos estándar, inteligencia artificial (IA) y análisis de big data. Esto les permite innovar más rápido que sus pares no digitales.

APIs 40

APIs Big data SaaS Chatbots 40

AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM). Adds an IAM authorizer.

APIs 76

APIs Government Accountability Scripts 76