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.
Knowledge Hub
Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
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.
Data Contracts: Stopping Microservices from Breaking Your Warehouse
Software engineers change database schemas; Data engineers cry. Learn how Data Contracts enforce an agreement between producers and consumers.
- · MLOps
Building Robust CI/CD Pipelines for Machine Learning
Bringing DevOps to Data Science. We explain how to automate training, testing, and deployment of ML models using GitHub Actions and Kubeflow.
Breaking Down Data Silos: A Modern Data Mesh Approach
Move beyond the centralised monolith. We discuss how Data Mesh decentralises data ownership to scale analytics in large enterprises.
Demystifying BigQuery Slots: Flat Rate vs On-Demand
BigQuery pricing can be confusing. We explain what a 'Slot' actually is and how to choose between paying per query or paying for capacity.
