Azure Blob Storage - Scalable Object Storage for AI Workloads
Azure Blob Storage provides massively scalable object storage for unstructured data, serving as the primary data layer for AI and machine …
Storage
Data Lake
What a data lake is, how it stores raw data at scale, and when to use a data lake versus a data warehouse.
Delta Lake vs Apache Iceberg for Lakehouse Architecture
Comparing Delta Lake and Apache Iceberg as open table formats for lakehouse architectures supporting AI/ML workloads.
File Systems
The methods and data structures operating systems use to organize, store, and retrieve data on storage devices, including ext4, NTFS, …
Google Cloud Storage - Scalable Object Storage
Google Cloud Storage is a unified object storage service for storing and accessing data across analytics, AI/ML, and application workloads.
S3 vs EFS for AI Workloads
Comparing Amazon S3 and Amazon EFS for AI training data, model storage, and inference workloads, covering performance, cost, and access …
Supabase - Open-Source Firebase Alternative
Supabase is an open-source backend-as-a-service platform providing a PostgreSQL database, authentication, real-time subscriptions, storage, …
Amazon S3 - Object Storage for AI Pipelines
How Amazon S3 functions as the storage backbone for AI data pipelines: ingest, staging, output, and lifecycle management.
Vector Database
What vector databases are, how they enable semantic search, popular options including Pinecone, Weaviate, and pgvector, and when to use …