AWS Machine Learning

DECEMBER 1, 2022

In this post, we look at how to use Amazon SageMaker Role Manager to quickly build out a set of persona-based roles that can be further customized to your specific requirements in minutes, right on the Amazon SageMaker console. They’re permitted to manage models, endpoints, and pipelines, and audit resources. ML activities.

Management 73

Management Government Enterprise APIs 73

Quadient

JULY 21, 2022

Customer Experience Management Maturity. Dit vereist dat klantencommunicatie en digitale interacties uit een gecentraliseerde strategie voor customer experience management (CXM) komen, op basis van een compleet inzicht in wat klanten denken, voelen en zich gedragen. j.shah-thiel. Thu, 07/21/2022 - 14:48. Introductie.

Customer Experience 40

Customer Experience Management Journey mapping APIs 40

AWS Machine Learning

APRIL 24, 2023

Amazon Comprehend is a fully managed and continuously trained natural language processing (NLP) service that can extract insight about the content of a document or text. The steps are as follows: The client side calls Amazon API Gateway as the entry point to provide a client message as input. API Gateway bypasses the request to Lambda.

APIs 62

APIs Customer Experience Feedback Chatbots 62

AWS Machine Learning

SEPTEMBER 21, 2022

With AWS DeepRacer multi-user account management , event organizers can provide hundreds of participants access to AWS DeepRacer using a single AWS account, simplifying event management and improving the participant experience. Build a solution around AWS DeepRacer multi-user account management.

Accountability 62

Accountability APIs Enterprise Big data 62

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. If you want to jump straight into the JumpStart API code we go through in this post, you can refer to the following sample Jupyter notebook: Introduction to JumpStart – Text to Image.

APIs 81

APIs Scripts Enterprise Big data 81

AWS Machine Learning

DECEMBER 21, 2022

As feature data grows in size and complexity, data scientists need to be able to efficiently query these feature stores to extract datasets for experimentation, model training, and batch scoring. SageMaker Feature Store consists of an online and an offline mode for managing features.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

NOVEMBER 3, 2022

AWS Glue is a part of the AWS Analytics services stack, and is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, ML, and application development. Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Prerequisites.

Analytics 75

Analytics APIs Healthcare Big data 75

AWS Machine Learning

NOVEMBER 29, 2023

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. Amazon SageMaker notebook jobs allow data scientists to run their notebooks on demand or on a schedule with a few clicks in SageMaker Studio.

APIs 82

APIs Management Engineering Big data 82

AWS Machine Learning

OCTOBER 27, 2022

They faced two challenges: how to reduce food waste, and how to manage forecast models for over 10,000 SKUs and thousands of stores efficiently and at scale. Advanced inventory forecasting using machine learning (ML) allows retail stores to maximize sales and minimize waste through more effective inventory management and turnover.

APIs 97

APIs Best practices Metrics Government 97

AWS Machine Learning

SEPTEMBER 9, 2022

Collecting raw data for batch feature computing doesn’t have the sub-minute reflection time requirement PIT features have, which makes it feasible to buffer the events longer and transform metrics in batch. The underlying infrastructure for a Processing job is fully managed by SageMaker. Operational health.

Personalization 72

Personalization APIs Engineering Metrics 72

Quadient

JULY 21, 2022

La maturità del Customer Experience Management. Questo esige che le comunicazioni con i clienti e le interazioni digitali nascano da una strategia centralizzata di Customer Experience Management (CXM), che sia a sua volta basata su una comprensione a 360 gradi del modo in cui i clienti pensano, si sentono e si comportano. j.shah-thiel.

Customer Experience 40

Customer Experience Management APIs Big data 40

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. JumpStart overview. Solution overview.

APIs 75

APIs Scripts Enterprise Big data 75

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 94

Scripts APIs Government Analytics 94

AWS Machine Learning

AUGUST 26, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform semantic segmentation with JumpStart, both via the Studio UI and via JumpStart APIs. Solution overview.

APIs 78

APIs Scripts Enterprise Big data 78

AWS Machine Learning

SEPTEMBER 9, 2022

Part 1 shows how data was collected and processed using the data and analytics platform, and Part 2 shows how the data was used to create show recommendations using Amazon SageMaker , a fully managed ML service. Streaming data ingestion, processing, transformation, and storage.

Analytics 69

Analytics Engineering APIs Metrics 69

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

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 70

APIs Metrics Enterprise Government 70

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. Adoption of cloud-based recording is starting to pick up momentum, as is analytics-enabled quality management (QM). .

Analytics 96

Analytics Contact Center APIs Consulting 96

AWS Machine Learning

FEBRUARY 13, 2024

Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store, share, and manage features for machine learning (ML) models. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM). Choose Next. Choose Next.

Accountability 103

Accountability Government Engineering Scripts 103

AWS Machine Learning

JULY 24, 2023

Patsnap provides a global one-stop platform for patent search, analysis, and management. They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. implement the model and the inference API. Specifically, Dockerfile and build.sh gpt2 and predictor.py client('sts').get_caller_identity()['Account']

APIs 66

APIs Engineering Construction Benchmark 66

AWS Machine Learning

AUGUST 3, 2023

Amazon Rekognition is a fully managed service that can perform CV tasks like object detection, video segment detection, content moderation, and more to extract insights from data without the need of any prior ML experience. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application.

APIs 63

APIs Scripts Engineering Technical Support 63

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 70

APIs Accountability Scripts Enterprise 70

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

AWS Machine Learning

NOVEMBER 27, 2023

Upload embedding to a vector database (powered by OpenSearch) Prerequisites For this walkthrough, you should have the following: An AWS account with permissions to create AWS Identity and Access Management (AWS IAM) policies and roles Access to Amazon SageMaker , an instance of Amazon SageMaker Studio , and a user for Studio.

Engineering 73

Engineering APIs Big data Accountability 73

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.

Call flow 40

Call flow Benchmark APIs Big data 40

AWS Machine Learning

JULY 29, 2022

Pre-trained models and fully managed NLP services have democratised access and adoption of NLP. Amazon Comprehend is a fully managed service that can perform NLP tasks like custom entity recognition, topic modelling, sentiment analysis and more to extract insights from data without the need of any prior ML experience.

Scripts 82

Scripts APIs Big data Engineering 82

AWS Machine Learning

AUGUST 2, 2023

Fine-tuning the model on custom fashion data such as fashion images along with text describing the attributes of fashion products can be used to generate metadata that then improves a user’s search experience. Marketing – Another use case of image search is digital asset management.

Enterprise 71

Enterprise Healthcare APIs Big data 71

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. Randy has held a variety of positions in the technology space, ranging from software engineering to product management. In entered the Big Data space in 2013 and continues to explore that area.

Construction 62

Construction APIs Big data Engineering 62

AWS Machine Learning

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Best practices 121

Best practices Government Engineering Accountability 121

AWS Machine Learning

DECEMBER 1, 2022

A well-implemented model governance framework should minimize the number of interfaces required to view, track, and manage lifecycle tasks to make it easier to monitor the ML lifecycle at scale. Upload and share model and data evaluation results. Access the Model card hub from the AWS Management Console.

Government 78

Government Metrics APIs Engineering 78

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. When you scale your system, it’s important to have a robust solution that can manage the number of devices that you need to support. Edge computing.

Transportation 76

Transportation APIs Big data Wireless 76

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. Therefore, the typical first step in moving towards data-driven decision-making relies on finding that relevant (abnormal) data.

Metrics 90

Metrics Analytics APIs Big data 90

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). The worlds of interaction management and customer relationship management (CRM) are coming together.

Contact Center 75

Contact Center contact center solutions CRM Enterprise 75

Hello Customer

JUNE 21, 2023

AI represents a complete flow that starts with the data, which gets put in the algorithm and eventually presented to the end-user. Representation of the data flow within Hello Customer For data to be valuable it’s crucial that you can manage, store and use data in an efficient way.

Customer Experience 52

Customer Experience Engineering Feedback Finance 52

AWS Machine Learning

AUGUST 15, 2022

Amazon A2I brings human review to all developers, removing the undifferentiated heavy lifting associated with building human review systems or managing large numbers of human reviewers whether it runs on AWS or not. Document is a wrapper function used to help parse the JSON response from the API. TDocumentSchema().load(response)

Banking 74

Banking APIs Accountability Analytics 74

AWS Machine Learning

SEPTEMBER 9, 2022

Its electronic health records, revenue cycle management, and patient engagement tools allow anytime, anywhere access, driving better financial outcomes for its customers and enabling its provider customers to deliver better quality care. Amazon CloudWatch for persistent log management.

Engineering 75

Engineering Healthcare APIs Scripts 75

Stratifyd

JANUARY 3, 2019

We are seeking an analytical, results-driven individual with a passion for developing applications and improving existing ones who knows how to get things done and is not afraid to take on big challenges. Maintain and develop Stratifyd’s API layer and/or analytics pipeline. and Python/C API. Required Skills & Experience.

Engineering 40

Engineering APIs Analytics Healthcare 40