Data Engineering Resources

How Healthy Is Your Data in the Age of AI? An In-Depth Checklist to Assess Data Accuracy, Governance, and AI Readiness

This guide provides a complete checklist to assess, monitor, and improve data quality for AI success, ensuring accuracy, compliance, and long-term reliability.

August 28, 2025

by Sukanya Konatam

· 2,708 Views · 2 Likes

Reclaiming Oracle Tablespace Space Using HWM Logic: On-Prem and Cloud-Aware Automation

Using high water marks for resizing tablespaces for significant savings—works for on-prem, hybrid, and OCI environments.

August 28, 2025

by Rishu Chadha

· 4,781 Views · 2 Likes

Implementing Scalable IoT Architectures on Azure

Microsoft’s Azure IoT platform has emerged as a leading choice, powering innovative solutions across industries — from manufacturing floors to smart buildings.

August 27, 2025

by Bhimraj Ghadge

· 3,385 Views · 4 Likes

Development of System Configuration Management: Working With Secrets, IaC, and Deserializing Data in Go

This article covers migrating to a new Go-based SCM. It evolved from basic to supporting IaC, secret management, and more, becoming a flexible infrastructure tool.

August 27, 2025

by Georgii Kashintsev

· 2,471 Views · 5 Likes

Blockchain, AI, and Edge Computing: Redefining Modern App Development

Blockchain, AI, and edge computing are enhancing modern app development by enhancing security, performance, and automation.

August 27, 2025

by Balasubramani Murugesan

· 3,017 Views · 1 Like

Digital Twins Reborn: How AI Is Finally Fulfilling the Promise of IoT

AI is revolutionizing digital twin technology, finally overcoming IoT's integration challenges and delivering real business value across industries.

August 27, 2025

by Tom Smith

CORE

· 2,537 Views · 11 Likes

Wait, What Format Is That? A Cross—Domain Guide for Everyone

Tech leaders can’t afford to say, 'what format is that?' Decode data formats across domains, make sharper decisions, and lead without getting lost in translation.

August 27, 2025

by Syamanthaka B

· 2,090 Views · 2 Likes

Scaling Real-Time Data Systems With DataOps: Principles, Practices, and Use Cases

Learn how DataOps principles like CI/CD, schema versioning, and observability improve reliability in real-time streaming data pipelines.

August 27, 2025

by Tulika Bhatt

· 1,550 Views · 2 Likes

How To Build an AI-Powered Search Bar With Vector Embeddings and OpenAI

Use OpenAI embeddings with FAISS to power a search that understands meaning, so queries match relevant content even without exact keywords.

August 27, 2025

by Mohit Menghnani

CORE

· 3,079 Views · 1 Like

Apigee Edge to Apigee in GCP Migration—Replacing ExtensionCallout policy With MessageLogging Policy for Logging

Migrating to Apigee on Google Cloud offers better scalability and security but comes with challenges like cost, vendor lock-in, and potential performance issues.

August 27, 2025

by Pragya Keshap

· 1,909 Views · 2 Likes

Data Splits in Machine Learning: Training, Validation, and Test Sets

Proper data splitting in machine learning prevents leakage, reduces overfitting, and ensures reliable model performance for real-world deployment.

August 27, 2025

by Kacper Michalik

· 4,901 Views · 1 Like

Toward Explainable AI (Part 3): Bridging Theory and Practice—When Explaining AI Is No Longer a Choice

Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.

August 27, 2025

by Frederic Jacquet

CORE

· 2,039 Views · 8 Likes

Benchmarking Storage Performance (Latency, Throughput) Using Python

Benchmarking AWS S3 with Python reveals latency and throughput differences across storage classes, helping you balance speed, cost, and reliability.

August 26, 2025

by Arjun Mullick

· 6,337 Views · 2 Likes

From Simple Lookups to Agentic Reasoning: The Rise of Smart RAG Systems

RAG has grown from basic retrieval to agent-like AI, gaining memory, smarter routing, HyDe, adaptive search, and fact checks to deliver better, grounded answers.

August 26, 2025

by Naresh Dulam

· 4,832 Views · 4 Likes

Building AI-Driven Anomaly Detection Model to Secure Industrial Automation

Learn to build an AI model for anomaly detection in industrial automation—a case study using LSTM as a feature extractor and Decision Tree as a classification model.

August 26, 2025

by Tanu Jain

· 2,152 Views · 1 Like

A Comparative Analysis of GitHub Copilot and Copilot Agent: Architectures, Capabilities, and Impact in Software Development

Explore how GitHub Copilot and Copilot Agent enhance software development—from smart code completion to autonomous project-wide refactoring and testing.

August 26, 2025

by Devdas Gupta

· 14,845 Views · 6 Likes

Java 21 Virtual Threads vs Cached and Fixed Threads

Discover how Java concurrency improved from Java 8’s enhancements to Java 21’s virtual threads, enabling lightweight, scalable, and efficient multithreading.

August 26, 2025

by Milan Karajovic

· 16,177 Views · 11 Likes

Zero-Latency Data Analytics for Modern PostgreSQL Applications

Learn in this article how to set up Amazon RDS for PostgreSQL zero-ETL integration with Amazon Redshift for near-real-time analytics using the AWS CLI.

August 26, 2025

by Harpreet Kaur Chawla

· 2,850 Views · 2 Likes

The Benefits of AI Micromanagement

Feeding AI relevant, structured context turns generic advice into targeted, high-impact solutions. See in this article how context quality shapes results.

August 26, 2025

by Stefan Wolpers

CORE

· 2,024 Views · 4 Likes

Transforming Data into Decisions: Crafting Generative AI That Delivers Accurate Intelligence

This article explores how integrating rigorous data practices, and machine learning techniques can elevate the performance of generative AI systems.

August 25, 2025

by SrinivasaRao Thota

· 2,274 Views · 3 Likes

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