AWS Machine Learning Blog

NOVEMBER 15, 2023

Combining accurate transcripts with Genesys CTR files, Principal could properly identify the speakers, categorize the calls into groups, analyze agent performance, identify upsell opportunities, and conduct additional machine learning (ML)-powered analytics.

Data Ingestion 118

Data Ingestion Metadata NLP Data Scientist 118

AWS Machine Learning Blog

JUNE 27, 2023

The ML components for data ingestion, preprocessing, and model training were available as disjointed Python scripts and notebooks, which required a lot of manual heavy lifting on the part of engineers. The initial solution also required the support of a technical third party, to release new models swiftly and efficiently.

DevOps 108

DevOps ML Machine Learning ML Engineer 108

AWS Machine Learning Blog

AUGUST 21, 2024

The data scientist discovers and subscribes to data and ML resources, accesses the data from SageMaker Canvas, prepares the data, performs feature engineering, builds an ML model, and exports the model back to the Amazon DataZone catalog. On the Asset catalog tab, search for and choose the data asset Bank.

Machine Learning 107

Machine Learning Data Scientist ML Data Quality 107

Pickl AI

APRIL 9, 2025

Whether you are a data engineer, analyst, or business intelligence professional, understanding these tools can help you make informed decisions for your data integration needs. Apache NiFi Apache NiFi is an open-source data integration tool that provides an intuitive user interface for designing data flows.

ETL 52

ETL Data Integration Business Intelligence Automation 52

The MLOps Blog

FEBRUARY 13, 2025

The solution lies in systems that can handle high-throughput data ingestion while providing accurate, real-time insights. Igor Tsvetkov Former Senior Staff Software Engineer, Cruise AI teams automating error categorization and correlation can significantly reduce debugging time in hyperscale environments, just as Cruise has done.

Data Ingestion 59

Data Ingestion Automation Software Engineer Metadata 59

AWS Machine Learning Blog

SEPTEMBER 11, 2024

Parallel computing Parallel computing refers to carrying out multiple processes simultaneously, and can be categorized according to the granularity at which parallelism is supported by the hardware. The following table shows the metadata of three of the largest accelerated compute instances. 32xlarge 0 16 0 128 512 512 4 x 1.9

ML 89

ML Deep Learning Algorithm Large Language Models 89

AWS Machine Learning Blog

NOVEMBER 14, 2024

Amazon OpenSearch Service is a powerful, highly flexible search engine that allows you to retrieve data based on a variety of lexical and semantic retrieval approaches. By combining these powerful tools, we have developed a comprehensive solution that streamlines the process of identifying and categorizing automotive damage.

Metadata 80

Metadata Data Ingestion Generative AI Computer Vision 80