Data Engineering Resources

Java 16 records simplify immutable class creation by automatically generating constructors, getters, and methods, reducing boilerplate code significantly.

July 30, 2025

by Davide Lorenzo Marino

· 6,743 Views · 2 Likes

Domain-Driven-Design With JPA: A Practical Guide

A practical guide to DDD with JPA in a modular monolithic architecture by leveraging ORM annotations and addressing some pitfalls.

July 30, 2025

by Guillaume Mary

· 3,888 Views · 1 Like

Disaster Recovery Risks and Solutions

For data analysts, downtime is a direct threat to decision-making. When access to data is disrupted, insights stall, bad decisions multiply, and businesses pay the price.

July 30, 2025

by Olivia Cox

· 1,690 Views · 2 Likes

Bring Your Own Feed (BYOF): An Engineer's Guide to Effective Threat Intelligence

Let’s look at threat intelligence, what it is, why it’s important, and how to “BYOF” — bring your own custom threat intelligence feeds.

July 30, 2025

by John Vester

CORE

· 2,439 Views · 2 Likes

The Developer's Guide to Cloud Security Career Opportunities

The question isn't whether you should consider cloud security — it's how quickly you can position yourself to take advantage of the opportunities.

July 30, 2025

by Philip Piletic

CORE

· 2,527 Views · 2 Likes

Demystifying Convolutional Neural Networks (CNNs) in the Deep Learning

Convolution uses small filters to scan data, multiplying and summing overlapping entries to efficiently detect patterns and build hierarchical features.

July 29, 2025

by Mahesh Ganesamoorthi

· 1,850 Views · 1 Like

2025 Gartner Magic Quadrant for iPaaS: A Shift Towards Intelligent Automation

The 2025 Gartner iPaaS report highlights a shift toward AI-driven, low-code platforms, with Workato rising to Leader and MuleSoft slipping to Challenger.

July 29, 2025

by Susmit Dey

CORE

· 6,477 Views · 1 Like

Federated Identity: The Modern Approach to Cloud Security and Automation

Long-lived cloud credentials are risky. Federated identity lets workloads use short-lived tokens from a trusted IdP, improving security without storing secrets.

July 29, 2025

by Pradeep Kumar Goud Gaddamidi

· 2,664 Views

From Development to Deployment: Automating Machine Learning

A step-by-step journey of a machine learning model from development to deployment using containers and Infrastructure-as-Code tool Terraform.

July 29, 2025

by Yashraj Behera

· 2,587 Views · 4 Likes

Building Secure Transaction APIs for Modern Fintech Systems Using GitHub Copilot

Use GitHub Copilot to build secure fintech APIs faster by adding input validation, rate limiting, and safe error handling, without compromising compliance or trust.

July 29, 2025

by Sibasis Padhi

· 2,908 Views · 3 Likes

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,833 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 9,008 Views · 56 Likes

AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider

The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.

July 28, 2025

by Sairamakrishna BuchiReddy Karri

· 2,473 Views

Debugging Bias: How to Audit Machine Learning Models for Fairness at Scale

Fairness in ML requires more than high accuracy; it demands careful auditing of data, models, and outcomes to detect and mitigate bias across demographic groups.

July 28, 2025

by Sana Zia Hassan

· 9,405 Views · 4 Likes

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,297 Views · 2 Likes

Docker Model Runner Makes Running Models Simpler

Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.

July 28, 2025

by Siri Varma Vegiraju

CORE

· 3,159 Views · 1 Like

5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever

Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.

July 28, 2025

by Nidhi Sharma

· 2,432 Views · 6 Likes

How to Ethically Integrate AI Into Your Software

AI is growing at a staggering rate. With this evolution, ethical concerns have come up around how this can impact software development. Here's how to handle it.

July 28, 2025

by Syed Balkhi

· 1,319 Views

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,647 Views · 1 Like

AI for Agile Coaches: The Upgrade You Didn't Know You Needed

Discover how AI lightens the load for Agile coaches, automating sprint prep and preserving psychological safety, with human leadership still at the core.

July 25, 2025

by Ella Mitkin

· 2,341 Views · 3 Likes

The Latest Data Engineering Topics