AWS Machine Learning

OCTOBER 5, 2022

So much exposure naturally brings added risks like account takeover (ATO). Each year, bad actors compromise billions of accounts through stolen credentials, phishing, social engineering, and multiple forms of ATO. To put it into perspective: account takeover fraud increased by 90% to an estimated $11.4 Overview of solution.

Accountability 70

Accountability APIs Metrics Engineering 70

AWS Machine Learning

NOVEMBER 6, 2023

Custom Queries is easy to integrate in your existing Textract pipeline and you continue to benefit from the fully managed intelligent document processing features of Amazon Textract without having to invest in ML expertise or infrastructure management. Adapters can be created via the console or programmatically via the API.

APIs 100

APIs Best practices Banking Accountability 100

AWS Machine Learning

NOVEMBER 16, 2022

When designing production CI/CD pipelines, AWS recommends leveraging multiple accounts to isolate resources, contain security threats and simplify billing-and data science pipelines are no different. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices.

Accountability 82

Accountability Best practices Scripts Engineering 82

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition includes a simple, easy-to-use API that can quickly analyze any image or video file that’s stored in Amazon Simple Storage Service (Amazon S3). The following table shows the moderation labels, content type, and confidence scores returned in the API response. Graphic Violence L2 92.6% Explosions and Blasts L3 92.6%

APIs 104

APIs Advertising Enterprise Technology 104

AWS Machine Learning

JUNE 9, 2022

SageMaker JumpStart provides one-click fine-tuning and deployment of a wide variety of pre-trained models across popular ML tasks, as well as a selection of end-to-end solutions that solve common business problems. In this post, we’re excited to announce that all trainable JumpStart models now support incremental training.

Scripts 66

Scripts APIs Enterprise Accountability 66

AWS Machine Learning

FEBRUARY 7, 2024

Solution overview We use Amazon Fraud Detector, a fully managed fraud detection service, to automate the detection of fraudulent activities. Select your options and train the model. Deploy the API to make predictions. Prerequisites The following are prerequisite steps for this solution: Sign up for an AWS account.

APIs 107

APIs Accountability Metrics Engineering 107

JustCall

JANUARY 23, 2024

What is the WhatsApp Business API for teams? WhatsApp Business Platform is a cloud-based API that is specially released by Meta to allow users to integrate WhatsApp into their operational workflows. Manage high query volumes by assigning agents to answer each query. JustCall Account: Sign up for an account with JustCall.

APIs 52

APIs Accountability CRM Interactive Voice Response 52

AWS Machine Learning

JULY 29, 2022

In part 1 , we addressed the data steward persona and showcased a data mesh setup with multiple AWS data producer and consumer accounts. The data scientists in this team use Amazon SageMaker to build and train a credit risk prediction model using the shared credit risk data product from the consumer banking LoB. Data exploration.

Scripts 71

Scripts Analytics Accountability Engineering 71

AWS Machine Learning

FEBRUARY 13, 2023

With the increasing use of artificial intelligence (AI) and machine learning (ML) for a vast majority of industries (ranging from healthcare to insurance, from manufacturing to marketing), the primary focus shifts to efficiency when building and training models at scale. The steps are as follows: Open AWS Cloud9 on the console.

Scripts 73

Scripts Best practices Transportation Construction 73

AWS Machine Learning

NOVEMBER 17, 2022

This would ensure Yara would train, deploy, and maintain models reliably and efficiently. We provide an overview of the setup, showcasing the process of building, training, deploying, and monitoring ML models for plants around the globe. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC.

APIs 92

APIs Accountability Metrics Engineering 92

AWS Machine Learning

JULY 29, 2022

Create accountability on data providers from individual LoBs to share curated data assets that are discoverable, understandable, interoperable, and trustworthy. Build and train ML models using a data mesh architecture on AWS: Part 1: Data mesh set up and Data product registration. Data mesh overview.

Government 77

Government Banking Analytics Accountability 77

AWS Machine Learning

MARCH 10, 2023

Online fraud has a widespread impact on businesses and requires an effective end-to-end strategy to detect and prevent new account fraud and account takeovers, and stop suspicious payment transactions. You can also use Amazon SageMaker to train a proprietary fraud detection model.

APIs 113

APIs Banking Accountability Analytics 113

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. Training ML algorithms for pose estimation requires a lot of expertise and custom training data.

APIs 63

APIs Scripts Engineering Technical Support 63

AWS Machine Learning

OCTOBER 18, 2023

The solution focuses on the fundamental principles of developing an AI/ML application workflow of data preparation, model training, model evaluation, and model monitoring. It is already trained on tens of millions of images across many categories. AWS CodeBuild is a fully managed continuous integration service in the cloud.

APIs 94

APIs Metrics Consulting Consulting 94

AWS Machine Learning

JULY 11, 2023

With Amazon SageMaker , you can use the @remote decorator to run a SageMaker training job simply by annotating your Python code with an @remote decorator. You can install them via package and dependency management tools like pip or conda. For details, refer to Creating an AWS account.

Scripts 57

Scripts APIs Healthcare Banking 57

Playvox

NOVEMBER 15, 2022

For contact center managers, this phrase rings in their heads each time they create a forecast, build a schedule, or track schedule adherence. . In this environment, investing in a workforce management (WFM) solution becomes key, particularly if your support center has been using spreadsheets or trying to get by with subpar solutions.

Management 86

Management Schedule adherence Coaching Contact Center 86

AWS Machine Learning

AUGUST 4, 2023

In Part 1 , we show how the Salesforce Data Cloud and Einstein Studio integration with SageMaker allows businesses to access their Salesforce data securely using SageMaker and use its tools to build, train, and deploy models to endpoints hosted on SageMaker. frameworks to restrict client access to your APIs.

APIs 78

APIs Scripts Management Accountability 78

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. For details about Amazon IVS costs, refer to Costs (Low-Latency Streaming).

APIs 88

APIs Engineering Advertising Accountability 88

AWS Machine Learning

MAY 23, 2023

Like all AI, generative AI is powered by ML models—very large models that are pre-trained on vast corpora of data and commonly referred to as foundation models (FMs). With tradition ML models, in order to achieve each specific task, you need to gather labeled data, train a model, and deploy that model.

APIs 91

APIs Accountability Construction Management 91

AWS Machine Learning

NOVEMBER 7, 2023

However, their training on massive datasets also limits their usefulness for specialized tasks. Without continued learning, these models remain oblivious to new data and trends that emerge after their initial training. Furthermore, the cost to train new LLMs can prove prohibitive for many enterprise settings. Python 3.6

Enterprise 93

Enterprise APIs Engineering Accountability 93

AWS Machine Learning

MARCH 27, 2024

However, users would like to adapt the model to unique characteristics in custom datasets that the model is not already trained on. Ron the dog Smila the cat Evaluating model capabilities before fine-tuning a job Foundation models are trained on large amounts of data, so it is possible that your model will work well enough out of the box.

APIs 85

APIs Accountability Engineering Entertainment 85

AWS Machine Learning

SEPTEMBER 6, 2023

It’s powered by large language models (LLMs) that are pre-trained on vast amounts of data and commonly referred to as foundation models (FMs). With the advent of these LLMs or FMs, customers can simply build Generative AI based applications for advertising, knowledge management, and customer support.

Enterprise 94

Enterprise APIs Real estate Construction 94

AWS Machine Learning

OCTOBER 31, 2023

This post was co-written with Anthony Medeiros, Manager of Solutions Engineering and Architecture for North America Artificial Intelligence, and Blake Santschi, Business Intelligence Manager, from Schneider Electric. In particular, they are routinely used to store information related to customer accounts.

Healthcare 100

Healthcare APIs Engineering Accountability 100

AWS Machine Learning

MARCH 1, 2023

Amazon Comprehend is a managed AI service that uses natural language processing (NLP) with ready-made intelligence to extract insights about the content of documents. Today, users invest a significant amount of resources to build, train, and maintain custom models. However, these models are sensitive to changes in the real world.

APIs 68

APIs Metrics Accountability Scripts 68

Cincom

MAY 8, 2024

Managing sales processes across large organizations is complex. With advanced guided selling, deal management, and configuration capabilities, CPQ enables enterprises to scale sales operations, increase efficiency, and improve customer relationships. Centralized Pricing Management: Pricing data gets consolidated within CPQ.

Enterprise 52

Enterprise Sales CRM Engineering 52

VirtualPBX

NOVEMBER 8, 2023

VirtualPBX offered the company a versatile and dependable phone system with the ability to manage multiple calls simultaneously. We liked the personalized training that came with it. Every missed call translated to lost business opportunities, a scenario that could not continue. The solution? VirtualPBX.

Healthcare 98

Healthcare APIs Customer centricity Accountability 98

AWS Machine Learning

MARCH 1, 2024

Lambda receives the iterative transcripts from EventBridge, determines when a conversation is complete, and invokes the Transcript API within Genesys Cloud and drops the full transcript in an S3 bucket. For more information on setting up your account, refer to the Genesys documentation. Save your configuration. Choose Add Client.

Chatbots 93

Chatbots APIs Self service Contact Center 93

JustCall

SEPTEMBER 29, 2023

JustCall’s Copper integration offers seamless communication with click-to-call and click-to-message features for effortless contact management. With JustCall integrated into Copper, you can make calls , send texts, and manage communications all from one platform. Go to ‘settings’ from the dashboard sidebar.

APIs 52

APIs CRM Accountability Management 52

AWS Machine Learning

OCTOBER 10, 2022

GrabDefence (GD), Grab’s proprietary fraud detection and prevention technology, and AWS have launched GDxAFD, a fraud detection solution tailored for mobile apps that integrates GD’s device intelligence capabilities with Amazon Fraud Detector , AWS’s fully managed ML fraud detection solution.

APIs 70

APIs Accountability Metrics Government 70

AWS Machine Learning

MAY 31, 2023

The Amazon SageMaker Python SDK is an open-source library for training and deploying machine learning (ML) models on Amazon SageMaker. 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.

APIs 78

APIs Scripts Accountability Enterprise 78

AWS Machine Learning

JULY 6, 2023

A number of AWS independent software vendor (ISV) partners have already built integrations for users of their software as a service (SaaS) platforms to utilize SageMaker and its various features, including training, deployment, and the model registry. In some cases, an ISV may deploy their software in the customer AWS account.

SaaS 75

SaaS Accountability APIs Engineering 75

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. A ticketing system, in general terms, refers to an IT support system that allows companies to manage, track, expedite, and resolve issues efficiently.

APIs 52

APIs Chatbots Multichannel Accountability 52

AWS Machine Learning

JULY 25, 2023

It is all backed by very large models that are pre-trained on vast amounts of data and commonly referred to as foundation models (FMs). Prerequisites To follow along with this post, you need the following: Access to an AWS account. For details, check out Creating an AWS account. and the kernel as Python 3.

APIs 79

APIs Healthcare Accountability Engineering 79

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 122

Best practices Government Engineering Accountability 122

JustCall

JANUARY 23, 2024

A WhatsApp Shared Inbox is a virtual space that your team can collectively manage. It consolidates all incoming messages from your business accounts into a single interface. It can show chats, emails, DMs, and even comments from the linked social accounts. A Shared Inbox allows your team to manage queries collectively.

APIs 52

APIs Upselling Accountability Analytics 52

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 train and tune these models. SageMaker JumpStart.

APIs 75

APIs Accountability Enterprise Metrics 75

NobelBiz

APRIL 23, 2024

Account Setup and Verification : Upon receiving a debt, the agency sets up an account for the debtor and verifies all the details. The integration of these diverse channels into a unified platform ensures that all debtor interactions are tracked and managed cohesively, enhancing efficiency and compliance.

Customer centricity 94

Customer centricity Contact Center Technology Telemarketing 94