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.

Personalization 72

Personalization APIs Engineering Metrics 72

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. The Lambda function retrieves the desired show metadata, filters the metadata, and then sends the output metadata to Amazon Kinesis Data Streams. Data Engineer for Amp on Amazon. Conclusion.

Analytics 69

Analytics Engineering APIs Metrics 69

AWS Machine Learning

AUGUST 2, 2023

Fine-tuning the model on custom fashion data such as fashion images along with text describing the attributes of fashion products can be used to generate metadata that then improves a user’s search experience. Marketing – Another use case of image search is digital asset management.

Enterprise 71

Enterprise Healthcare APIs Big data 71

AWS Machine Learning

APRIL 19, 2023

Feature store ML models rely on well-engineered features coming from a variety of data sources, with transformations as simple as calculations or as complicated as a multi-step pipeline that takes hours of compute time and complex coding. Creating the Apache Flink application using Flink’s SQL API is straightforward.

Engineering 77

Engineering Analytics APIs Enterprise 77

SmartKarrot

JUNE 23, 2020

When companies discovered this and User Interface (UI) and Customer Experience (CX) overtook other measures of SaaS success, the way business is done shifted from market oriented one to a product led one. What is the one biggest worry of SaaS businesses and their marketing teams? Market demands and product change requirements?

Analytics 10

Analytics SaaS Upselling Entertainment 10