AWS Machine Learning

JANUARY 27, 2025

Nova Canvas, a state-of-the-art image generation model, creates professional-grade images from text and image inputs, ideal for applications in advertising, marketing, and entertainment. Visit the Amazon Bedrock console today to experiment with Nova Canvas and Nova Reel in the Amazon Bedrock Playground or using the APIs.

Engineering 95

Engineering Best practices Entertainment APIs 95

Infinity

MARCH 3, 2022

So, in autumn 2021, when Facebook partnered up with Amazon and launched the Conversion API Gateway, it was a very exciting day for Facebook advertisers. When talking Facebook and data, you’re likely to come across two key models – the Conversion API Gateway and the Facebook Pixel, but what’s the difference?

APIs 52

APIs Marketing Advertising Government 52

AWS Machine Learning

SEPTEMBER 6, 2023

With the advent of these LLMs or FMs, customers can simply build Generative AI based applications for advertising, knowledge management, and customer support. These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. You may need to request a quota increase.

Enterprise 120

Enterprise APIs Real estate Construction 120

AWS Machine Learning

OCTOBER 19, 2023

In this post, we discuss how to use the Custom Moderation feature in Amazon Rekognition to enhance the accuracy of your pre-trained content moderation API. The unique ID of the trained adapter can be provided to the existing DetectModerationLabels API operation to process images using this adapter.

APIs 130

APIs Best practices Advertising Accountability 130

CSM Magazine

NOVEMBER 4, 2024

Country-Targeted Marketing Tailored language should be used in campaigns, websites, and advertising, which should all speak directly to local audiences. LSP account teams are experienced and they proactively identify and address risks through planning, cross functional collaboration, scalable solutions and continuous process improvements.

Customer Experience 52

Customer Experience APIs Advertising Marketing 52

AWS Machine Learning

DECEMBER 13, 2024

As part of Amazon, Twitch advertising is handled by the ad sales organization at Amazon. In early 2024, Amazon launched a major push to harness the power of Twitch for advertisers globally. All in all, the entire process from an advertisers request to the first campaign launch could stretch up to 7 days.

Sales 94

Sales Advertising Engineering APIs 94

AWS Machine Learning

NOVEMBER 7, 2023

Harnessing the generative capabilities of foundational models, this tool creates convincing and compliant pharmaceutical advertisements, ensuring content adheres to industry standards and regulations. Prerequisites You must have the following prerequisites: An AWS account. The AWS Command Line Interface (AWS CLI) v2. Python 3.6

Enterprise 116

Enterprise APIs Engineering Accountability 116

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo.

APIs 110

APIs Engineering Advertising Accountability 110

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 126

APIs Advertising Enterprise Technology 126

AWS Machine Learning

AUGUST 29, 2024

This allows developers to take advantage of the power of these advanced models using SageMaker APIs and just a few lines of code, accelerating the deployment of cutting-edge AI capabilities within their applications. You can sign up for the free 90-day evaluation license on the API Catalog by signing up with your organization email address.

APIs 84

APIs Enterprise Accountability Engineering 84

AWS Machine Learning

JUNE 28, 2023

Solution overview Amazon Rekognition and Amazon Comprehend are managed AI services that provide pre-trained and customizable ML models via an API interface, eliminating the need for machine learning (ML) expertise. The RESTful API will return the generated image and the moderation warnings to the client if unsafe information is detected.

APIs 100

APIs Advertising Engineering Construction 100

AWS Machine Learning

NOVEMBER 21, 2022

The following table shows the labels and confidence scores returned in the API response. By default, the API returns up to 10 dominant colors unless you specify the number of colors to return. The maximum number of dominant colors the API can return is 12. Let’s look at a label detection example for the Brooklyn Bridge.

APIs 83

APIs Advertising Automotive Personalization 83

AWS Machine Learning

FEBRUARY 19, 2025

An ApplyGuardrail API call is made with the question and an FM response to the associated Amazon Bedrock guardrail. The Automated Reasoning checks model is triggered with the inputs from the ApplyGuardrail API, building logical representation of the input and FM response. To learn more, visit Amazon Bedrock Guardrails.

APIs 77

APIs Banking Engineering Transportation 77

AWS Machine Learning

MARCH 13, 2024

Latency and cost are also critical factors that must be taken into account. The Amazon Transcribe StartTranscriptionJob API is invoked with Toxicity Detection enabled. First, the text message is converted to text embeddings using the Amazon Bedrock Titan Text Embedding API. The process is similar to the initiation workflow.

APIs 131

APIs Engineering Advertising Management 131

AWS Machine Learning

NOVEMBER 14, 2023

Early examples include advanced social bots and automated accounts that supercharge the initial stage of spreading fake news. In general, it is not trivial for the public to determine whether such accounts are people or bots. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

APIs 130

APIs Engineering Scripts Education 130

Guru

FEBRUARY 24, 2021

I never wanted to be an event planner, and yet, somehow, I’ve planned company events since the digital marketing startup for which I worked partnered with Facebook at the then-cool Ace Hotel (Facebook had just opened up their advertising API and the internet and our attention spans would never be the same).

APIs 62

APIs Advertising Accountability Marketing 62

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 117

Entertainment Construction APIs Advertising 117

Cincom

FEBRUARY 14, 2025

Use APIs and middleware to bridge gaps between CPQ and existing enterprise systems, ensuring smooth data flow. Ensure pricing logic accounts for regional tax structures, regulatory compliance, and multi-currency support for global operations. Implement event-driven architecture where updates in CRM (e.g.,

Best practices 40

Best practices Sales CRM Finance 40

AWS Machine Learning

MARCH 27, 2024

Text-to-image models also enhance your customer experience by allowing for personalized advertising as well as interactive and immersive visual chatbots in media and entertainment use cases. The new model is then saved to an Amazon Simple Storage Service (Amazon S3) located in the same model development account as the pre-trained model.

Accountability 109

Accountability APIs Engineering Entertainment 109

AWS Machine Learning

SEPTEMBER 29, 2022

One thing to note: if you use AWS Organizations and have linked AWS accounts, tags can only be activated in the primary payer account. Optionally, you can also activate CURs for the AWS accounts that enable cost allocation reports as a CSV file with your usage and costs grouped by your active tags.

Enterprise 86

Enterprise APIs Government Accountability 86

AWS Machine Learning

JANUARY 6, 2023

To implement this solution, you should have an AWS account , familiarity with OpenSearch Service, SageMaker, Lambda, and AWS CloudFormation , and have completed the steps in Part 1 and Part 2 of this series. Creates an API Gateway that adds an additional layer of security between the web app user interface and Lambda. Prerequisites.

Entertainment 98

Entertainment APIs Scripts Analytics 98

AWS Machine Learning

FEBRUARY 19, 2024

Inference API – The server exposes an API that allows client applications to send input data and receive predictions from the deployed models. Different request handlers will provide support for the Inference API , Management API , or other APIs available from various plugins. He received his Ph.D.

APIs 118

APIs Engineering Scripts Metrics 118

JivoChat

AUGUST 7, 2023

To build effective strategies that reach your target audience and turn them into customers, it’s important to develop campaigns on multiple communication channels, for example, email, social media advertising, and SMS. Enter your account, click on “create a subscription form”, then design it the way you want.

APIs 75

APIs Sales CRM Analytics 75

AWS Machine Learning

JUNE 5, 2023

The state of the art LLMs are deployed within the secure managed SageMaker environment, and AWS customers can benefit from Large Language Models while keeping full control over their implementation, and without sending their data over to a third-party API. 12xlarge instance. In her spare time, Xin enjoys reading and hiking.

APIs 92

APIs Engineering Advertising Management 92

AWS Machine Learning

JANUARY 13, 2023

It involves training a shared ML model without moving or sharing data across sites or with a centralized server during the model training process, and can be implemented across multiple AWS accounts. Participants can either choose to maintain their data in their on-premises systems or in an AWS account that they control.

Analytics 91

Analytics Healthcare Engineering Government 91

AWS Machine Learning

NOVEMBER 30, 2023

With Amazon Bedrock, customers are only ever one API call away from a new model. Customers like Nasdaq are seeing great results using Titan Text Embeddings to enhance capabilities for Nasdaq IR Insight to generate insights from 9,000+ global companies’ documents for sustainability, legal, and accounting teams.

APIs 141

APIs Enterprise Best practices Technology 141

AWS Machine Learning

APRIL 10, 2023

file, but that requires implementing the model loading and inference methods to serve as a bridge between the DJLServing APIs and, in this case, the transformers-neuronx APIs. in Operations Research after he broke his advisor’s research grant account and failed to deliver the Nobel Prize he promised. He received his Ph.D.

Engineering 89

Engineering APIs Benchmark Advertising 89

AWS Machine Learning

MARCH 14, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. This is because such tasks require organization-specific data and workflows that typically need custom programming.

Best practices 129

Best practices Engineering Chatbots Enterprise 129

AWS Machine Learning

NOVEMBER 22, 2023

Talk with AWS experts in 14 different industries and explore industry-specific generative AI use cases, including demos from advertising and marketing, aerospace and satellite, manufacturing, and more. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases. Reserve your seat now!

Engineering 133

Engineering Best practices APIs Government 133

Pointillist

SEPTEMBER 10, 2020

Take, for example, a customer desiring to move money from one account to another via their mobile phone. In contrast, organizations that use a journey-based approach can take a much more comprehensive set of behaviors into account—including inaction in a parallel Device Activation Journey.

Personalization 128

Personalization Interactive Voice Response Enterprise Upselling 128

AWS Machine Learning

MAY 4, 2023

The Neuron runtime consists of kernel driver and C/C++ libraries, which provide APIs to access AWS Inferentia and Trainium Neuron devices. This file acts as an intermediary between the DJLServing APIs and the transformers-neuronx APIs. Bring your own script – In this approach, you have the option to create your own model.py

APIs 94

APIs Scripts Engineering Chatbots 94

AWS Machine Learning

SEPTEMBER 6, 2023

cd workspace/docker && /build_and_push.sh {reponame} {versiontag} {baseimage} {region} {account} Prepare the model artifacts The main difference for the new MMEs with TorchServe support is how you prepare your model artifacts. For more detail, refer to the TorchServe handler API. RUN pip install matplotlib==3.6.3

Engineering 124

Engineering Telecommunications APIs Advertising 124

JivoChat

FEBRUARY 20, 2022

You just have to make an account, add the items that you are going to sell, set the delivery and payment methods. . Once your account is approved, the best marketplaces offer a very intuitive interface, so you can start selling immediately. To start selling, you just need to create your account, then you have 2 plan options. .

Advertising 52

Advertising Accountability Sales APIs 52

AWS Machine Learning

MAY 4, 2023

Forecasts at various quantiles are typically used to provide a prediction interval (an upper and lower bound for forecasts) to account for forecast uncertainty. The console and AWS CLI methods are best suited for quick experimentation to check the feasibility of time series forecasting using your data.

Metrics 120

Metrics APIs Management Advertising 120

AWS Machine Learning

SEPTEMBER 25, 2024

More specifically, multimodal capabilities of large language models (LLMs) allow us to create the rich, engaging content spanning text, images, audio, and video formats that are omnipresent in advertising, marketing, and social media content. To set up a JupyterLab space Sign in to your AWS account and open the AWS Management Console.

Construction 88

Construction APIs Advertising Accountability 88

AWS Machine Learning

AUGUST 2, 2023

We demonstrate CDE using simple examples and provide a step-by-step guide for you to experience CDE in an Amazon Kendra index in your own AWS account. Metaverse or augmented reality – Advertising a product is about creating a story that users can imagine and relate to. However, we can use CDE for a wider range of use cases.

Enterprise 87

Enterprise Healthcare APIs Big data 87

AWS Machine Learning

JUNE 13, 2023

Quotas for SageMaker machine learning (ML) instances can vary between accounts. Qing’s team successfully launched the first Billion-parameter model in Amazon Advertising with very low latency required. Qing has in-depth knowledge on the infrastructure optimization and Deep Learning acceleration.

Engineering 90

Engineering Technology APIs Advertising 90