AWS Machine Learning Blog

MARCH 10, 2025

Solution overview The following figure illustrates our system architecture for CreditAI on AWS, with two key paths: the document ingestion and content extraction workflow, and the Q&A workflow for live user query response. In the following sections, we dive into crucial details within key components in our solution.

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phData

FEBRUARY 5, 2024

Setting up the Information Architecture Setting up an information architecture during migration to Snowflake poses challenges due to the need to align existing data structures, types, and sources with Snowflake’s multi-cluster, multi-tier architecture. It is also a helpful tool for learning a new SQL dialect.

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SQL Database Data Quality Data Warehouse 52

Pickl AI

DECEMBER 9, 2024

Hive is a data warehouse tool built on Hadoop that enables SQL-like querying to analyse large datasets. YARN (Yet Another Resource Negotiator) manages resources and schedules jobs in a Hadoop cluster. Hive provides SQL-like querying, schema-on-read functionality, and compatibility with Hadoop for large-scale Data Analysis.

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Big Data Big Data Hadoop Apache Kafka 52