AWS Machine Learning

JANUARY 26, 2024

Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control. He recharges through reading, traveling, food and wine, discovering new music, and advising early-stage startups.

Best practices 124

Best practices Government Engineering Accountability 124

Natalie Petouhof

JUNE 17, 2016

Olli is essentially designed to deliver interesting, entertaining, intuitive and interactive experiences for riders. The platform leverages four Watson developer APIs: Speech to Text. Time related questions like, “Are we there yet?” ” In addition, Olli can make recommendations on local restaurants or historical sites.

Automotive 40

Automotive Transportation Entertainment APIs 40

AWS Machine Learning

JANUARY 6, 2023

Many AWS media and entertainment customers license IMDb data through AWS Data Exchange to improve content discovery and increase customer engagement and retention. In this post, we illustrate how to handle OOC by utilizing the power of the IMDb dataset (the premier source of global entertainment metadata) and knowledge graphs.

Entertainment 84

Entertainment APIs Scripts Analytics 84

AWS Machine Learning

JUNE 27, 2023

This blog post is co-written with Marat Adayev and Dmitrii Evstiukhin from Provectus. 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.

Engineering 95

Engineering APIs Scripts Entertainment 95

AWS Machine Learning

JANUARY 25, 2023

In this post, we provide an overview of how to deploy and run inference with the Stable Diffusion upscaler model in two ways: via JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK.

APIs 72

APIs Scripts Real estate Entertainment 72

AWS Machine Learning

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. To retrieve your Pinecone keys, open the Pinecone console and choose API Keys. embeddings. Python 3.10

APIs 97

APIs Entertainment Accountability Customer Experience 97

AWS Machine Learning

MAY 14, 2024

This blog post uses RLHF as an offline human-in-the-loop approach and the near-real-time human intervention as an online approach. The blog post assumes that you have expert teams or workforce who performs reviews or join workflows. In our example, we used a Q&A chatbot for SageMaker as explained in the previous section.

Chatbots 76

Chatbots Feedback Engineering Entertainment 76

AWS Machine Learning

MARCH 4, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Feedback 103

Feedback APIs Engineering Surveys 103

AWS Machine Learning

AUGUST 17, 2023

In the processing job API, provide this path to the parameter of submit_jars to the node of the Spark cluster that the processing job creates. You can use the API to create a dataset from a single or multiple feature groups, and output it as a CSV file or a pandas DataFrame.

APIs 73

APIs Engineering Scripts Analytics 73

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. 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 112

Engineering Best practices APIs Government 112

AWS Machine Learning

APRIL 12, 2023

This is a guest blog post co-written with Hussain Jagirdar from Games24x7. 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.

Scripts 80

Scripts APIs Metrics Best practices 80

Pointillist

FEBRUARY 19, 2018

Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition. The world would be a beautiful place if all touchpoint data was available through APIs. Integrating with these touchpoints is the key to in-the-moment engagement. Business Context.

Customer Experience 111

Customer Experience Analytics APIs Chatbots 111

AWS Machine Learning

JANUARY 13, 2023

This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. It also offers diverse algorithmic research with flexible and generic API design and comprehensive reference baseline implementations (optimizer, models, and datasets). For a detailed description of the FedML library, refer to FedML.

Analytics 73

Analytics Healthcare Engineering Government 73

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 77

Engineering Analytics APIs Enterprise 77

AWS Machine Learning

FEBRUARY 20, 2023

In this post, we provide an overview of how to fine-tune the Stable Diffusion model in two ways: programmatically through JumpStart APIs available in the SageMaker Python SDK , and JumpStart’s user interface (UI) in Amazon SageMaker Studio. You can simply deploy one of these models through the Studio UI or using easy-to-use JumpStart APIs.

Scripts 79

Scripts APIs Entertainment Construction 79

JivoChat

JUNE 15, 2021

Shogun is an app for building landing pages, blog posts, product pages, and other types of website content. It provides parameters for metadata, alt text, blog optimization, and you can use this app’s analytics to improve conversion rate optimization and evaluate the strength of your calls to action. Used for: Page design.

Upselling 52

Upselling Analytics Sales Marketing 52

SmartKarrot

JUNE 23, 2020

So, as Streaming, Sharing, Stealing: Big Data and the Future of Entertainment co-author Michael D. Teams, write in this blog; “Companies must first identify what they want to achieve and write down the paths they expect users to take. Take action, i mplement analytics : Use the analytics API to integrate with your product/service.

Analytics 10

Analytics SaaS Upselling Entertainment 10

AWS Machine Learning

NOVEMBER 30, 2023

With Amazon Bedrock, customers are only ever one API call away from a new model. With Titan Image Generator, customers across industries like advertising, e-commerce, and media and entertainment can use a text input to generate realistic, studio-quality images in large volumes and at low cost.

APIs 126

APIs Enterprise Best practices Technology 126

Nexmo

JUNE 9, 2020

Vonage recently released Automatic Speech Recognition (ASR) as a new feature on the Voice API, which is a great reason to build an entertaining new voice application to leverage this new capability! In this tutorial we will be building utilizing the Microsoft Azure Speech Translation API. Vonage API Account.

APIs 62

APIs Accountability Entertainment Construction 62

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. We’ll initially have two Titan models.

APIs 145

APIs Engineering Best practices Entertainment 145