Data Engineering Resources

How to Build ML Experimentation Platforms You Can Trust?

Trustworthy ML needs more than dashboards — it relies on layered systems with monitoring, testing, and statistical tools to ensure reliable experimentation.

August 15, 2025

by Arun Thomas

· 1,951 Views · 1 Like

Virtualized Containers vs. Bare Metal: The Winner Is…

With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?

August 15, 2025

by Chris Ward

CORE

· 5,171 Views · 7 Likes

Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?

Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.

August 15, 2025

by Satrajit Basu

CORE

· 3,161 Views · 2 Likes

Data Pipeline Architectures: Lessons from Implementing Real-Time Analytics

Real-time pipelines sound great — until you're buried in Kafka ops, broken joins, and silent delays. Here's what actually works, and when simpler tools win.

August 15, 2025

by Chandan Shukla

· 2,510 Views · 2 Likes

How IoT Devices Communicate With Alexa, Google Assistant, and HomeKit — A Developer’s Deep Dive

Discover how voice assistants like Alexa, Google Assistant, and Siri communicate with IoT devices through cloud APIs, secure protocols, and smart home hubs.

August 14, 2025

by Praveen Chinnusamy

· 14,226 Views · 5 Likes

Cloud Data Engineering for Smarter Healthcare Marketing

Cloud data engineering helps healthcare marketers turn vast, unused patient data into real-time, personalized campaigns.

August 14, 2025

by Joydeep Bhattacharya

CORE

· 2,382 Views · 2 Likes

A Comprehensive Comparison of Serverless Databases and Dedicated Database Servers in the Cloud

Serverless databases auto-scale, cut ops overhead, and offer pay-per-use pricing, ideal for cloud apps that prioritize agility over infrastructure.

August 14, 2025

by arvind toorpu

CORE

· 4,173 Views · 3 Likes

The Next Frontier in Cybersecurity: Securing AI Agents Is Now Critical and Most Companies Aren’t Ready

AI agents are rewriting the rules of cybersecurity. Learn why legacy tools fail and what it takes to secure autonomous systems.

August 14, 2025

by Arjun Subedi

· 2,658 Views · 5 Likes

Is Codex the End of Boilerplate Code?

Boilerplate code has always been the background noise of software development. But OpenAI’s Codex is here to handle such tasks with surprising accuracy and speed.

August 14, 2025

by Mateusz Skrzyniarz

· 2,167 Views · 1 Like

No More ETL: How Lakebase Combines OLTP, Analytics in One Platform

Databricks Lakebase is a serverless Postgres database unifying real-time transactions and analytics for modern apps and AI—no ETL or infra hassle.

August 14, 2025

by Junaith Haja

· 3,712 Views · 3 Likes

Beyond Netflix: Why Fintech Recommendations Need a Completely Different Playbook

Financial recommendations are high-stakes—unlike a bad movie pick, poor advice can impact long-term goals like retirement. Trust and care are essential.

August 14, 2025

by Swati Tyagi

· 1,977 Views · 4 Likes

The Myth of In-Place Patching: Unpacking Protocol Buffers, FieldMasks, and the "Last Field Wins" Conundrum

Directly patching Protobuf data is generally not feasible; "last field wins" and FieldMask optimize communication, but a full read-modify-write cycle is still required.

August 14, 2025

by Prithviraj Kumar Dasari

· 4,887 Views · 4 Likes

How to Successfully Program an AI

Discover how to program an AI with practical tips on tools, data preparation, model training, and ethical deployment. Ideal for all skill levels.

August 14, 2025

by Fredson Santana

· 2,548 Views · 2 Likes

Database Choices for Real-World Applications Cheat Sheet

The article provides a structured guide to selecting databases based on data structure, query patterns, and scalability needs.

August 13, 2025

by Amritendu De

· 3,796 Views · 5 Likes

Designing Data Pipelines for Real-World Systems: A Guide to Cleaning and Validating Messy Data

Learn how to build a data sanitization pipeline to clean, validate, and monitor unstructured data to improve downstream reliability.

August 13, 2025

by Alessa Cross

· 2,629 Views · 1 Like

I Vibe Coded a PC Builder Tool Using Grok AI: Here’s What I Learned Along the Way

New to vibe coding? In this article, I share the story of how I developed a PC Builder tool using Grok AI in two weeks, along with the lessons I learned.

August 13, 2025

by Sunday Zuoke

· 6,852 Views · 3 Likes

From Red to Resolution: How I Used AI to Diagnose and Recommend Fixes for Flaky Tests

Learn how to detect, diagnose, and fix flaky tests using AI and open-source tools and boost test reliability without changing your existing QA workflow.

August 13, 2025

by Arbaz Surti

· 3,652 Views · 4 Likes

Software Security Treat or Threat? Leveraging SBOMs to Control Your Supply Chain Chaos [Infographic]

Learn about the required and recommended SBOM components — plus key security practices — to enhance your security posture along the entire software supply chain.

August 13, 2025

by DZone Editorial

· 2,193 Views · 3 Likes

Creating Serverless Applications With AWS Lambda: A Step-by-Step Guide

Learn to build scalable, cost-efficient serverless applications with AWS Lambda through this detailed, step-by-step guide.

August 13, 2025

by Bhanuprakash Madupati

· 73,997 Views · 17 Likes

How to Know an Autonomous Driver Is Safe and Reliable?

Autonomous driving needs multi-layered evaluation with synthetic scenarios, large-scale simulation, and on-road driving, each playing a critical role.

August 13, 2025

by Chinmay Jain

· 1,801 Views · 3 Likes

The Latest Data Engineering Topics