· Cloud
Cloud Run or GKE? Picking the Right Compute Engine
Google Cloud offers two great ways to run containers. We break down when to use the simplicity of Serverless vs the power of Kubernetes.
Knowledge Hub
Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
- · Cloud
Beyond the Basics: Securing Cloud Storage
S3 buckets open to the world are the #1 cause of data leaks. We cover the advanced security patterns to lock down your data.
RLHF Explained: How Human Feedback Shapes Modern AI
ChatGPT wouldn't exist without it. We dive into Reinforcement Learning from Human Feedback (RLHF) and how it aligns models with human intent.
Feature Stores: The Bridge Between Data Engineering and ML
Why do your models work in the notebook but fail in production? Often, it's 'Training-Serving Skew'. A Feature Store is the fix.
Real-time Analytics with Apache Kafka and Snowflake
Batch processing is practically dead. See how to architect real-time ingestion pipelines that power instant business decisions.
RAG vs. Fine-Tuning: Choosing the Right Strategy for Your Data
Should you retrain the model or give it a textbook? We break down when to use RAG vs. Fine-Tuning (or both) for enterprise AI.
