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Article Applied AI & ML

Fine-tuning LLMs: when, why, and how

A practical guide to LoRA, QLoRA, and full fine-tuning for production use cases.

fine-tuning LoRA QLoRA training LLM
44 views May 25, 2026
Article Data & Platform

Data Lake vs Data Warehouse vs Lakehouse

Practical comparison of the three architectures and how to choose.

data lake data warehouse lakehouse Delta Lake Iceberg
50 views May 24, 2026
Article Data & Platform

Apache Spark — Core Concepts and When to Use It

RDDs, DataFrames, Spark SQL, and the use cases where Spark is the right tool.

Spark Apache Spark DataFrames distributed compute Spark SQL
44 views May 24, 2026
Article Data & Platform

Feature Stores — Bridging Data Engineering and ML

What a feature store is, online vs offline stores, and when to build vs buy.

feature store ML platform Feast training-serving skew online store
44 views May 23, 2026