Tag: analytics
Browse 5 practical software engineering resources tagged with "analytics". Discover code recipes, design patterns, documentation templates, and in-depth guides to help you build, deploy, and maintain production-ready solutions involving analytics. Each resource is written for engineers who ship real systems, with copy-paste examples and practical trade-offs.
Data Analytics
Analytics transforms raw data into insights. It helps teams understand behavior, measure performance, and make data-driven decisions.
The resources below cover dashboards, metrics, SQL analytics, event analytics, and visualization. Each guide helps you build analytics that answer real questions.
Every resource includes clear explanations, copy-paste code, and practical warnings. Use them to make informed decisions, avoid production pitfalls, and speed up your delivery. If you are just getting started, read the beginner-friendly articles first; if you are experienced, jump straight to the advanced patterns and architecture guides. New resources are added regularly, so bookmark this page and check back for the latest patterns.
How to Use Elasticsearch Aggregations (With Examples)
Use Elasticsearch aggregations for faceted search, metrics, and time-series analytics. Step-by-step...
Rank Rows and Calculate Running Totals with Window Functions
Use SQL window functions to rank rows, compute running totals, and compare values within partitions...
dbt: Models, Tests, Macros, Materializations
Master dbt for data transformations: models, tests, macros, materializations, seeds, snapshots,...
Real-Time Analytics: From Events to Dashboards in Seconds
A practical guide to real-time analytics: event collection, stream processing, data warehousing,...
SQL Window Functions — Complete Guide
A practical guide to SQL window functions: ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG, SUM, AVG over...