Smart Data Collective

JUNE 10, 2022

In this role, you would perform batch processing or real-time processing on data that has been collected and stored. As a data engineer, you could also build and maintain data pipelines that create an interconnected data ecosystem that makes information available to data scientists. Applications Architect.

Data Science 119

Data Science Data Scientist Machine Learning Machine Learning 119

phData

FEBRUARY 5, 2024

Ensuring a seamless transition while accommodating business requirements, security considerations, and performance optimizations further complicates the information architecture setup during the migration process to Snowflake. Once the information architecture is created on paper, the work of implementing it can be equally challenging.

SQL 52

SQL Database Data Quality Data Warehouse 52

phData

SEPTEMBER 18, 2024

As data and AI continue to dominate today’s marketplace, the ability to securely and accurately process and centralize that data is crucial to an organization’s long-term success. Fivetran’s Hybrid Architecture allows an organization to maintain ownership and control of its data through the entire data pipeline.

Data Warehouse 52

Data Warehouse System Architecture Data Pipeline Cloud Data 52

AWS Machine Learning Blog

NOVEMBER 12, 2024

The first step in developing and deploying generative AI use cases is having a well-defined data strategy. Agmatix’s technology architecture is built on AWS. Their data pipeline (as shown in the following architecture diagram) consists of ingestion, storage, ETL (extract, transform, and load), and a data governance layer.

AWS 105

AWS AI AI Data Lakes 105

The MLOps Blog

MARCH 12, 2024

Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways. Data and workflow orchestration: Ensuring efficient data pipeline management and scalable workflows for LLM performance.

Database 52

Database Machine Learning Machine Learning AI 52