Surviving the Shift: Handling Schema Evolution in Production
Data changes. Columns are added, types are modified. If your pipeline can't handle this, it's brittle. Here is how to handle Schema Evolution gracefully.
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Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
The Strategic Guide to Migrating Hadoop to Google Cloud Dataproc
Don't just lift and shift. We explain how to modernise your legacy Hadoop clusters by migrating to managed Dataproc services on Google Cloud for scalability and cost efficiency.
- · 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.
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'.
