AWS Machine Learning Blog

DECEMBER 18, 2023

By harnessing the transformative potential of MongoDB’s native time series data capabilities and integrating it with the power of Amazon SageMaker Canvas , organizations can overcome these challenges and unlock new levels of agility.

Data Extraction 121

Data Extraction Data Ingestion ML Machine Learning 121

Pickl AI

SEPTEMBER 20, 2024

It was initially developed at Facebook to address the challenges of managing massive data volumes for their inbox search feature. Released as an open-source project in 2008 and later becoming a top-level project of the Apache Software Foundation in 2010, Cassandra has gained popularity due to its scalability and high availability features.

Data Ingestion 52

Data Ingestion Automation Algorithm Data Science 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

This is accomplished by breaking the problem into independent parts so that each processing element can complete its part of the workload algorithm simultaneously. Parallelism is suited for workloads that are repetitive, fixed tasks, involving little conditional branching and often large amounts of data.

ML 93

ML Deep Learning Algorithm Large Language Models 93

AWS Machine Learning Blog

OCTOBER 23, 2024

Data flow Here is an example of this data flow for an Agent Creator pipeline that involves data ingestion, preprocessing, and vectorization using Chunker and Embedding Snaps. The retrieved vectors augment the initial query with context-specific enterprise data, enhancing its relevance.

Generative AI 75

Generative AI IDP LLM Automation 75