AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 122

APIs Scripts Entertainment Personalization 122

AWS Machine Learning

DECEMBER 14, 2023

Text-to-image generation is a rapidly growing field of artificial intelligence with applications in a variety of areas, such as media and entertainment, gaming, ecommerce product visualization, advertising and marketing, architectural design and visualization, artistic creations, and medical imaging.

Entertainment 119

Entertainment Construction APIs Advertising 119

AWS Machine Learning

JUNE 27, 2023

The AI/ML architecture for EarthSnap is designed around a series of AWS services: Sagemaker Pipeline runs using one of the methods mentioned above (CodeBuild, API, manual) that trains the model and produces artifacts and metrics. The following diagram shows the EarthSnap AI/ML architecture.

Engineering 116

Engineering APIs Scripts Entertainment 116

AWS Machine Learning

APRIL 18, 2024

When the user is authenticated, the web application establishes a secure GraphQL connection to the AWS AppSync API, and subscribes to receive real-time events such as new calls and call status changes for the meetings list page, and new or updated transcription segments and computed analytics for the meeting details page.

APIs 133

APIs Accountability Analytics Entertainment 133

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). Amazon Lex V2 getting started- Streaming APIs]([link] Expand the Advanced section and enter the same answer under Markdown Answer.

Chatbots 130

Chatbots APIs Self service Banking 130

AWS Machine Learning

APRIL 12, 2023

Games24x7 is one of India’s most valuable multi-game platforms and entertains over 100 million gamers across various skill games. For a single model registration we can use the ModelStep API to create a SageMaker model in registry. This is a guest blog post co-written with Hussain Jagirdar from Games24x7.

Scripts 103

Scripts APIs Metrics Best practices 103

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. In this talk, explore strategies for putting your proprietary datasets to work when building unique, differentiated generative AI solutions.

Engineering 134

Engineering Best practices APIs Government 134

AWS Machine Learning

AUGUST 21, 2024

AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services.

Healthcare 113

Healthcare Consulting Consulting APIs 113

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 90

Personalization APIs Metrics Engineering 90

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. Lambda enabled the team to create lightweight functions to run API calls and perform data transformations. In her spare time, she enjoys swimming, hiking and playing board games.

Analytics 86

Analytics Engineering Metrics APIs 86

AWS Machine Learning

APRIL 19, 2023

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. Creating the Apache Flink application using Flink’s SQL API is straightforward. We send the latest feature values to the feature store from Lambda using a simple call to the PutRecord API.

Engineering 94

Engineering Analytics APIs Enterprise 94

AWS Machine Learning

FEBRUARY 29, 2024

You can also add data incrementally by importing records using the Amazon Personalize console or API. You can add data to Amazon Personalize in bulk by importing large historical datasets all at once from an Amazon Simple Storage Service (Amazon S3) CSV file, using a format required by Amazon Personalize.

Personalization 117

Personalization Accountability Entertainment Construction 117

AWS Machine Learning

SEPTEMBER 1, 2023

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. If an organization has no AI/ML experts in their team, then an API service might be better suited for them. 15K available FM reference Step 1.

Engineering 126

Engineering Accountability Construction APIs 126

AWS Machine Learning

MAY 14, 2024

She works with Amazon media and entertainment (M&E) customers to design, build, and deploy technology solutions on AWS, and has a particular interest in Gen AI and machine learning focussed on M&E. She assists customers in adopting best practices while deploying solutions in AWS.

Chatbots 116

Chatbots Feedback Engineering Entertainment 116

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. Instead, adhere to the security best practices in AWS Identity and Access Management (IAM), and create an administrative user and group. We use an ml.t3.medium

Telecommunications 134

Telecommunications Transportation Healthcare Accountability 134

aircall

MAY 12, 2021

Digital tools are remote-friendly , so consider hiring the best talent from a different geographical area and put them to work in a virtual environment. . Explore your options for a quality cloud-based phone system vendor that leverages an open API technology. 6) Research Cloud-Based Phone Systems. 8) Start Small.

Best practices 62

Best practices Entertainment Technology APIs 62

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 88

Enterprise Healthcare APIs Big data 88

CustomerSuccessBox

FEBRUARY 28, 2022

Best practices: Consumption vs subscription. Best Practices: It has its NRR retained at $2B ARR. Best Practices: 1000 customers of all pay $100k +. Best Practices: Freemium is a direct conversion and lead generation strategy. Best Practices. Datadog – $1.2B With low CAC.

SaaS 52

SaaS Best practices Enterprise Customer retention 52

JivoChat

APRIL 23, 2023

In 1988, Jabberwacky was built by the developer Rollo Carpenter to simulate human conversation for entertainment purposes. Chatbot Best Practices Make It Clear For Users They Are Interacting With a Bot Honest communication should be a pillar in every organization, and that isn’t different when it comes to chatbots.

Chatbots 75

Chatbots B2C Self service B2B 75

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 138

Best practices Government Engineering Accountability 138

AWS Machine Learning

NOVEMBER 30, 2023

They want to be able to easily try the latest models, and also test to see which capabilities and features will give them the best results and cost characteristics for their use cases. With Amazon Bedrock, customers are only ever one API call away from a new model. Meta Llama 2 70B, and additions to the Amazon Titan family.

APIs 142

APIs Enterprise Best practices Technology 142

AWS Machine Learning

MARCH 9, 2023

First, SageMaker Training and Hosting APIs provide the productivity benefit of fully managed training jobs and model deployments, so that fast-moving teams can focus more time on product features and differentiation. Refer to Managing backend requests and frontend notifications in serverless web apps for best practices on this.

SaaS 104

SaaS Personalization APIs Best practices 104

AWS Machine Learning

APRIL 13, 2023

Alexa, powered by more than 30 different ML systems, helps customers billions of times each week to manage smart homes, shop, get information and entertainment, and more. We have thousands of engineers at Amazon committed to ML, and it’s a big part of our heritage, current ethos, and future.

APIs 145

APIs Best practices Engineering Entertainment 145

AWS Machine Learning

OCTOBER 21, 2024

In Part 1 of this series, we explored best practices for creating accurate and reliable agents using Amazon Bedrock Agents. The agent can use company APIs and external knowledge through Retrieval Augmented Generation (RAG). If you already have an OpenAPI schema for your application, the best practice is to start with it.

Best practices 92

Best practices APIs Entertainment Construction 92

AWS Machine Learning

FEBRUARY 13, 2025

They use developer-provided instructions to create an orchestration plan and carry out that plan by securely invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to accurately handle the users request.

APIs 91

APIs Government Engineering Enterprise 91