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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
1 views Mar 30, 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
1 views Mar 30, 2026
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
3 views Mar 30, 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
1 views Mar 30, 2026