Blog
Provisioned Concurrency vs On-Demand: Latency Tradeoffs
Measure P95/P99 before paying for provisioned concurrency — choose on‑demand or provisioned to balance tail latency, cost, and spikes.
Data Engineer Certs and Salary: 2026 Guide
Certifications can open screens, but salary follows role scope, production ownership, and measurable impact.
How AWS IoT Core Processes IoT Event Streams
Explains how IoT Core ingests, filters, and routes device events, plus guidance on scaling, replay, and reliability.
Databricks Warehouse HA: 7 Design Patterns
Seven Databricks warehouse HA patterns to meet RTO/RPO: scaling, AZ resilience, failover, retries, stateless compute, standbys, isolation.
Airflow DAGs: Core Concepts and Task Design
Design Airflow DAGs for safe retries and idempotent publishing: task boundaries, sensors, schedules, timeouts, and testing.
Fraud Detection with Streaming Data: Use Cases
Use streaming events plus historical context to detect fraud across banking, e‑commerce, insurance, and telecom—making fast, accurate risk decisions.
Security and Compliance in Data Migration
Checklist for secure data migration: planning, encryption, access controls, logging, testing, cleanup, and post-move governance.
Securing Event-Driven Architecture: Best Practices
Checklist to secure event-driven systems: map flows, enforce least privilege, validate schemas, protect identities, control retries, and audit.
Complete Guide to Modern Data Pipeline Design
Modern data pipeline design spans 8 stages, from ingestion and stream processing to storage, orchestration, analytics, and machine learning.
ETL Validator
Validate ETL mappings, schema changes, counts, and transformation rules in one place before QA or deployment.
Complete ETL Guide: SFTP File Drops & Automation
Learn how Salesforce Marketing Cloud file drop automations import SFTP batch data, unzip files, and support ETL workflows with data extract activities.
Technical Skills Assessment
Assess your data engineering skills with practical questions, clear scoring, and domain-by-domain feedback tailored to your experience level.