Building Data Analytics Software

Data analytics software requires careful architecture: data ingestion (batch vs. streaming), storage (data lakes, warehouses), processing (Spark, Flink), and visualisation (Tableau, Power BI). We walk through a step‑by‑step guide to building a scalable analytics platform, including technology choices and cost considerations.