· Cloud
Advanced FinOps: Tagging Strategies That Actually Save Money
You can't manage what you can't measure. We dive into how a robust resource tagging strategy is the foundation of cloud cost control.
Knowledge Hub
Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
Fine-Tuning Llama 3 for Domain-Specific Enterprise Tasks
Generic models are powerful, but domain experts are better. Learn how to fine-tune Llama 3 on your internal documents to create a specialised AI.
Evaluating Hallucinations: How to Trust Your RAG System
Your AI sounds confident, but is it lying? We explain how to build a 'RAG Triad' evaluation system using TruLens and Ragas.
Evaluating Fine-Grained Performance in Custom LLMs
How do you know your model is 'good'? Moving beyond loss curves to semantic evaluation frameworks and 'LLM-as-a-Judge'.
Efficient PEFT Techniques: LoRA and QLoRA Explained
Training a 70B parameter model was once impossible for most. Low-Rank Adaptation (LoRA) changes the game, enabling training on consumer GPUs.
Governance at Scale: A Guide to Databricks Unity Catalog
The chaos of managing permissions in Databricks is over. Unity Catalog provides a centralised governance layer for all your data and AI assets.
