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. All the training and evaluation metrics were inspected manually from Amazon Simple Storage Service (Amazon S3). This is a guest blog post co-written with Hussain Jagirdar from Games24x7. cpu-py39-ubuntu20.04-sagemaker",

Scripts 96

Scripts APIs Metrics Best practices 96

AWS Machine Learning

APRIL 4, 2024

A Lambda function performs the same data transformation operations as the batch ingestion job at the individual record level, and ingests the data into Amazon Personalize using the PutEvents and PutItems APIs. For more information about these metrics, see Evaluating a solution version with metrics.

Personalization 96

Personalization APIs Engineering Metrics 96

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 94

Best practices APIs Metrics Accountability 94

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 127

APIs Accountability Analytics Entertainment 127

AWS Machine Learning

AUGUST 3, 2022

For example, the information can include a description of the feature, the date it was last modified, its original data source, certain metrics, or the level of sensitivity. In this section, we interact with the Boto3 API endpoints to update and search feature metadata. 1]) df=df.drop('FeatureGroupArn', axis=1) return df.

APIs 92

APIs Engineering Entertainment Education 92

AWS Machine Learning

FEBRUARY 19, 2024

The advanced AI model understands complex instructions with multiple objects and returns studio-quality images suitable for advertising , ecommerce, and entertainment. An asynchronous API and Amazon OpenSearch Service connector make it easy to integrate the model into your neural search applications.

Scripts 119

Scripts APIs Entertainment Engineering 119

AWS Machine Learning

SEPTEMBER 9, 2022

The platform has shown a 3% boost to customer engagement metrics tracked (liking a show, following a creator, enabling upcoming show notifications) since its launch in May 2022. The independent nature of each individual metric transformation also makes Lambda, which is a stateless service on its own, a good fit for this problem.

Personalization 83

Personalization APIs Metrics Engineering 83

AWS Machine Learning

JULY 30, 2024

The response from API calls are displayed to the end-user. Estimated costs In addition to Amazon S3 costs associated with storing your media, the Mediasearch solution incurs usage costs from the Amazon Q, Amazon Kendra (if using an Amazon Kendra index), Amazon Transcribe, and Amazon API Gateway.

APIs 101

APIs Accountability Management Entertainment 101

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 116

APIs Entertainment Accountability Customer Experience 116

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 108

Engineering APIs Automotive Entertainment 108

AWS Machine Learning

NOVEMBER 21, 2022

Evaluate model performance on the hold-out test data with various evaluation metrics. This notebook demonstrates how to use the JumpStart API for text classification. frames ) profound ethical and philosophical questions in the form of dazzling pop entertainment". Fine-tune the pre-trained model on a new custom dataset.

Scripts 83

Scripts Metrics APIs Healthcare 83

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 80

Analytics Engineering Metrics APIs 80

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 data remains in the same Region where the API call is processed. This process can be done both via the Amazon Bedrock console or APIs.

Accountability 105

Accountability APIs Engineering Entertainment 105

AWS Machine Learning

DECEMBER 21, 2022

A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. The following code snippet shows you how to create a feature group using the Iceberg format and FeatureGroup.create API of the SageMaker SDK. You can also use the FeatureGroup().put_record

Scripts 84

Scripts Engineering APIs Big data 84

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. See demos on how to build analytics dashboards and integrations between LLMs and Amazon QuickSight to visualize your key metrics.

Engineering 129

Engineering Best practices APIs Government 129

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 122

Engineering Accountability Construction APIs 122

Playvox

JANUARY 13, 2022

They’ve never known life without the internet and leverage digital technology to communicate, learn, shop, and be entertained. Cloud workforce management systems that provide real-time visibility to key metrics enable supervisors to see what agents are doing and if they’re adhering to schedules.

Contact Center 79

Contact Center CRM Entertainment Virtual Agent 79

AWS Machine Learning

OCTOBER 5, 2022

The decision tree provided the cut-offs for each metric, which we included as rules-based logic in the streaming application. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics. Media Application Architect with 25+ years of experience, with focus on Media and Entertainment.

Calibration 102

Calibration Engineering Automotive Analytics 102

CustomerSuccessBox

FEBRUARY 28, 2022

Which is the key customer retention metrics to track?- Best Practices: They entertain annual contracts and have professional services laid out. The metric to look at is, how much percentage of the customers has your customer’s been growing quarterly. This metric can help you see the progress as you scale.

SaaS 52

SaaS Best practices Enterprise Customer retention 52

JivoChat

JUNE 15, 2021

Customize subscriptions with ReCharge’s powerful APIs. Used for: Engaging and entertaining customers. offers detailed analytics about points earned, points spent, customer referrals, and other metrics that can help you evaluate and improve your loyalty program. The pro plan is $300/monthly, plus 1% to 19 cents per transaction.

Upselling 52

Upselling Analytics Sales Marketing 52

SmartKarrot

JUNE 23, 2020

Without analytics, CS teams can only rely on insufficient demographic data, or what’s called ‘vanity metrics. So, as Streaming, Sharing, Stealing: Big Data and the Future of Entertainment co-author Michael D. Behaviour analyses can help companies come up with detailed and segmented metrics that provide an insight into factors such as.

Analytics 10

Analytics SaaS Upselling Entertainment 10

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 137

Best practices Government Engineering Accountability 137

C Space

MAY 18, 2020

Giphy’s tools are already integrated with many Facebook competitors, including Twitter, Snapchat, Slack, Reddit, TikTok and Bumble , and both companies have said that Giphy’s outside partners will continue to have the same access to its library and API. The collection is priced at $349. Brand Move Roundup – May 18, 2020.

Entertainment 52

Entertainment Advertising Calibration APIs 52

AWS Machine Learning

NOVEMBER 1, 2023

Their use cases span various domains, from media entertainment to medical diagnostics and quality assurance in manufacturing. However, like other nascent technologies, obstacles remain in managing model intricacy, harmonizing diverse modalities, and formulating uniform evaluation metrics.

APIs 112

APIs Engineering Construction Scripts 112

AWS Machine Learning

MARCH 20, 2025

The benefits of using Amazon Bedrock Data Automation Amazon Bedrock Data Automation provides a single, unified API that automates the processing of unstructured multi-modal content, minimizing the complexity of orchestrating multiple models, fine-tuning prompts, and stitching outputs together.

APIs 106

APIs Analytics Advertising Enterprise 106

AWS Machine Learning

NOVEMBER 27, 2024

Key benefits of the custom orchestrator include: Full control over orchestration strategies – Tailor agent workflows for optimal performance across various metrics, such as accuracy, speed, and resilience. Converse API – Manages conversation flow and processes natural language responses between Amazon Bedrock Agents and the FM.

APIs 103

APIs Engineering Entertainment Management 103

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 87

APIs Government Engineering Enterprise 87

AWS Machine Learning

OCTOBER 21, 2024

The agent can use company APIs and external knowledge through Retrieval Augmented Generation (RAG). When creating agents that use action groups , you can specify your function definitions as a JSON object to the agent or provide an API schema in the OpenAPI schema format. Sonnet or Anthropic’s Claude 3 Opus.

Best practices 86

Best practices APIs Entertainment Construction 86