AWS Machine Learning

FEBRUARY 29, 2024

Amazon Personalize allows you to add sophisticated personalization capabilities to your applications by using the same machine learning (ML) technology used on Amazon.com for over 20 years. You can also add data incrementally by importing records using the Amazon Personalize console or API. No ML expertise is required.

Personalization 116

Personalization Accountability Entertainment Construction 116

AWS Machine Learning

APRIL 4, 2024

Delivering personalized news and experiences to readers can help solve this problem, and create more engaging experiences. However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests.

Personalization 100

Personalization APIs Engineering Metrics 100

AWS Machine Learning

AUGUST 15, 2022

Today, we are excited to announce Promotions feature in Amazon Personalize that allows you to explicitly recommend specific items to your users based on rules that align with your business goals. You can use promotions in domain dataset groups and custom dataset groups ( User-Personalization and Similar-Items recipes).

Personalization 88

Personalization APIs Entertainment Marketing 88

AWS Machine Learning

JANUARY 27, 2025

These models transform text and image inputs into custom visuals, opening up creative opportunities for both professional and personal projects. 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.

Engineering 97

Engineering Best practices Entertainment APIs 97

AWS Machine Learning

MARCH 9, 2023

Hundreds of software as a service (SaaS) applications are being developed around these pre-trained models, which are either directly served to end-customers, or fine-tuned first on a per-customer basis to generate personal and unique content (such as avatars, stylized photo edits, video game assets, domain-specific text, and more).

SaaS 104

SaaS Personalization APIs Best practices 104

AWS Machine Learning

MARCH 7, 2024

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The Streamlit web application calls an Amazon API Gateway REST API endpoint integrated with the Amazon Rekognition DetectLabels API , which detects labels for each image.

APIs 139

APIs Entertainment Construction Advertising 139

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials. Add API Credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials. Add API Credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

AWS Machine Learning

SEPTEMBER 18, 2024

Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. One of its primary applications lies in advertising and marketing, where it can be used to create personalized ad campaigns and an unlimited number of marketing assets. This API will be used to invoke the Lambda function.

APIs 129

APIs Entertainment Best practices Advertising 129

AWS Machine Learning

MAY 7, 2024

Growing in the media and entertainment space, Veritone solves media management, broadcast content, and ad tracking issues. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The metadata generated for each video by the APIs is processed and stored with timestamps.

APIs 130

APIs Advertising Entertainment Metrics 130

AWS Machine Learning

SEPTEMBER 9, 2022

Amp uses machine learning (ML) to provide personalized recommendations for live and upcoming Amp shows on the app’s home page. This is Part 2 of a series on using data analytics and ML for Amp and creating a personalized show recommendation list platform. Measuring the outcome. improvement to playback duration. Conclusion.

Personalization 89

Personalization APIs Metrics Engineering 89

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

JANUARY 31, 2024

We use the IMDb and Box Office Mojo dataset to simulate a catalog for media and entertainment customers and showcase how you can build your own RAG solution in just a couple of steps. Solution overview The IMDb and Box Office Mojo Movies/TV/OTT licensable data package provides a wide range of entertainment metadata, including over 1.6

Chatbots 116

Chatbots Entertainment APIs Advertising 116

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 136

APIs Healthcare Scripts Enterprise 136

AWS Machine Learning

APRIL 5, 2023

Amazon Rekognition makes it easy to add this 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 95

APIs Entertainment Personalization Accountability 95

AWS Machine Learning

NOVEMBER 27, 2023

All existing and new customers using Amazon Transcribe can experience the performance improvements out of the box, without any API changes. To offer more personalized browsing experiences with titles such as “Rise and Shine” and “Love, laughter, and hijinks,” companies need to allocate resources to generate compelling taglines manually.

Self service 115

Self service Analytics Entertainment Contact Center 115

AWS Machine Learning

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

Advertising 133

Advertising APIs Engineering industry standards 133

Pointillist

FEBRUARY 19, 2018

This will result in re-imagined customer experiences and end-to-end customer journeys that are integrated and more personal, so that they feel more natural to customers. Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition. Business Context. Virtual Assistants.

Customer Experience 111

Customer Experience Analytics APIs B2B 111

AWS Machine Learning

NOVEMBER 30, 2023

Amazon Rekognition automatically recognizes tens of thousands of well-known personalities in images and videos using ML. About the Authors Mark Watkins is a Solutions Architect within the Media and Entertainment team, supporting his customers solve many data and ML problems. Let me know some of your feedback in the comments below.

Scripts 120

Scripts APIs Entertainment Accountability 120

AWS Machine Learning

AUGUST 3, 2022

loan – Has personal loan? In this section, we interact with the Boto3 API endpoints to update and search feature metadata. To begin improving feature search and discovery, you can add metadata using the update_feature_metadata API. You can search for features by using the SageMaker search API using metadata as search parameters.

APIs 95

APIs Engineering Entertainment Education 95

AWS Machine Learning

JULY 15, 2024

However, traditional dubbing methods are costly ( about $20 per minute with human review effort ) and time consuming, making them a common challenge for companies in the Media & Entertainment (M&E) industry. This post shows you a cost-saving solution for video auto-dubbing.

Engineering 121

Engineering Entertainment Big data Benchmark 121

AWS Machine Learning

APRIL 18, 2024

If you want to customize the settings later, for example to add your own AWS Lambda functions, use custom vocabularies and language models to improve accuracy, enable personally identifiable information (PII) redaction, and more, you can update the stack for these parameters. Choose Monitoring in the navigation pane to see API metrics.

APIs 133

APIs Accountability Analytics Entertainment 133

AWS Machine Learning

JUNE 21, 2023

Under Available OAuth Scopes , choose Manage user data via APIs (api). Under API (Enable OAuth Settings) , choose Manage Consumer Details. Find your personal information by choosing Settings from View profile on the top right. Select Enable OAuth Settings and enter a value for Callback URL. Choose Save.

Analytics 92

Analytics APIs CRM Contact Center 92

AWS Machine Learning

MARCH 27, 2024

To address these use cases and generate fully personalized images, you can fine-tune Amazon Titan Image Generator with your own data using custom models for Amazon Bedrock. Let’s now start a fine-tuning job with the photos from Ron and Smila to get consistent, personalized outputs.

Accountability 112

Accountability APIs Engineering Entertainment 112

AWS Machine Learning

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. The second component converts these extracted frames into vector embeddings directly by calling the Amazon Bedrock API with Amazon Titan Multimodal Embeddings.

APIs 110

APIs Accountability Entertainment Construction 110

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. In Part 1, we focus on creating accurate and reliable agents.

Best practices 98

Best practices APIs Metrics Accountability 98

AWS Machine Learning

AUGUST 21, 2024

The LMA for healthcare helps healthcare professionals to provide personalized recommendations, enhancing the quality of care. AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers.

Healthcare 113

Healthcare Consulting Consulting APIs 113

AWS Machine Learning

JANUARY 31, 2024

Amazon Titan Text Embeddings is a text embeddings model that converts natural language text—consisting of single words, phrases, or even large documents—into numerical representations that can be used to power use cases such as search, personalization, and clustering based on semantic similarity.

Enterprise 132

Enterprise Entertainment Engineering APIs 132

AWS Machine Learning

NOVEMBER 30, 2023

With Amazon Bedrock, customers are only ever one API call away from a new model. We also have an embeddings model, Titan Text Embeddings, for search use cases and personalization. CRM or ERP applications), and write a few AWS Lambda functions to execute the APIs (e.g., Meta Llama 2 70B, and additions to the Amazon Titan family.

APIs 142

APIs Enterprise Best practices Technology 142

Talkdesk

OCTOBER 12, 2020

Banking as a Service (BaaS) is an open banking end-to-end process through which fintechs and other third parties connect with banks’ systems directly via APIs. . Integration with CRM systems for personalized service: Customer relationship management (CRM) integration is a great way to give key accounts special attention.

Banking 83

Banking Interactive Voice Response Self service CRM 83

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 15, 2023

Although this post focuses on autonomous driving, the concepts discussed are applicable broadly to domains that have rich vision-based applications such as healthcare and life sciences, and media and entertainment. For example, we can use an API chain to call an API and invoke an LLM to answer the question based on the API response.

Engineering 114

Engineering APIs Automotive Entertainment 114

AWS Machine Learning

NOVEMBER 22, 2023

If you’re new to re:Invent, you can attend sessions of the following types: Keynotes – Join in person or virtually and learn about all the exciting announcements. With generative AI, it is possible to hyper-personalize targeted recommendations for shopping and streaming. Reserve your seat now! or “Because you watched.”

Engineering 134

Engineering Best practices APIs Government 134

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

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. This post is the first in a two-part series.

Analytics 86

Analytics Engineering Metrics APIs 86

AWS Machine Learning

SEPTEMBER 1, 2023

Note that multiple personas can be covered by the same person depending on the scaling and MLOps maturity of the business. Example use cases are clothing design generation or imaginary personalized images. If an organization has no AI/ML experts in their team, then an API service might be better suited for them.

Engineering 126

Engineering Accountability Construction APIs 126

AWS Machine Learning

JANUARY 13, 2023

It also offers diverse algorithmic research with flexible and generic API design and comprehensive reference baseline implementations (optimizer, models, and datasets). Previously, he was a Machine Learning Engineer in Connectivity Services at Amazon who helped to build personalization and predictive maintenance platforms.

Analytics 93

Analytics Healthcare Engineering Government 93