Data Engineering Resources

Introducing Neuron AI: Create Full-Featured AI Agents in PHP

A complete open-source toolkit for AI development in PHP. Create RAG systems to use the powerful capabilities of LLMs on your own private data.

April 14, 2025

by Valerio Barbera

· 4,885 Views · 2 Likes

Why Generative AI and Data Streaming Are Replacing Visual Coding With Low-Code/No-Code Platforms

Low-code or no-code tools simplify development but have limitations. Generative AI and data streaming (Kafka, Flink) reshape real-time, scalable workflows.

April 14, 2025

by Kai Wähner

CORE

· 2,754 Views

Critical Thinking In The Age Of AI-Generated Code

Learn how AI-generated code impacts maintainability, productivity, and quality. Explore code reviewing, testing strategies, and best practices for long-term success.

April 14, 2025

by Stelios Manioudakis

CORE

· 39,968 Views · 16 Likes

Introducing SmallRye LLM: Injecting Langchain4J AI Services

A quick guide on how Microprofile developers can leverage the power of CDI and Microprofile features on their Langchain4J AI Services in their enterprise applications.

April 14, 2025

by BUHAKE SINDI

CORE

· 7,108 Views · 6 Likes

Design Patterns for Scalable Test Automation Frameworks

Essential design principles that improve the scalability, maintainability, and efficiency of test automation frameworks.

April 11, 2025

by Sarvesh Peddi

· 5,486 Views · 1 Like

Transforming Data Analytics by Combining SQL and ML

Learn how AI and ML extend SQL's capabilities for advanced analytics, predictive insights, and query optimization, transforming database interactions.

April 10, 2025

by Ramalakshmi Murugan

· 5,592 Views · 2 Likes

Java UDFs and Stored Procedures for Data Engineers: A Hands-On Guide

See how to build Java-based stored procedures and UDFs in Snowflake using Snowpark APIs for scalable, efficient data workflows, including async processing and file handling.

April 10, 2025

by Fawaz Ghali, PhD

CORE

· 7,288 Views · 3 Likes

Python Packages for Validating Database Migration Projects

This article analyzes three widely used Python libraries — Pandas, SQLAlchemy, and PyMySQL/psycopg2 — detailing their capabilities, advantages, and limitations.

April 10, 2025

by Vignesh Govindarajan Ravichandran

· 4,283 Views

Why State Management Is the #1 Challenge for Agentic AI

Explore the unique state management challenges posed by agentic AI, and see why traditional cloud-native approaches fall short as AI agents evolve to learn and adapt over time.

April 9, 2025

by Jason Bloomberg

· 3,164 Views · 2 Likes

Unlocking the Power of Serverless AI/ML on AWS: Expert Strategies for Scalable and Secure Applications

Learn how to combine AWS Serverless with AI/ML to build scalable, automated, and intelligent workflows with this practical guide.

April 9, 2025

by Bal Reddy Cherlapally

· 6,713 Views · 1 Like

How AI Automation Increases Research Productivity

Discover how AI automation revolutionizes research productivity through streamlined data collection, workflow optimization, and real-world applications in various industries.

April 9, 2025

by Kevin Vu

· 3,633 Views · 1 Like

Context Search With AWS Bedrock, Cohere Model, and Spring AI

In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.

April 9, 2025

by Danil Temnikov

CORE

· 73,880 Views · 22 Likes

It's 2025: How Do You Choose Between Doris and ClickHouse?

Doris or ClickHouse? Doris excels in complex SQL analytics, real-time updates, and usability, while ClickHouse offers extreme performance in single-table queries.

April 9, 2025

by Zen Hua

· 5,871 Views · 2 Likes

Achieving High Genericity in Code

Designing a generic, dynamic tool for efficiently copying complex transactional data across Oracle DB environments with minimal maintenance.

April 9, 2025

by Vaseem Anjum

· 3,013 Views · 1 Like

Spring Boot Sample Application Part 1: Introduction and Configuration

This tutorial covers building a bilingual Spring Boot application for a digital library, detailing setup, database integration, and advanced features like caching and error management.

April 9, 2025

by Liliz EQ

· 4,941 Views · 5 Likes

Building Scalable and Efficient Architectures With ECS Serverless and Event-Driven Design

Learn how to build scalable and efficient architectures using ECS serverless and event-driven design by adopting serverless architecture.

April 9, 2025

by Bal Reddy Cherlapally

· 6,039 Views · 1 Like

Why Clean Data Is the Foundation of Successful AI Systems

Poor data quality costs enterprises $406M annually. Learn in this article some key challenges and best practices for ensuring data quality in AI systems.

April 8, 2025

by Vaishali Mishra

· 4,508 Views · 2 Likes

AWS S3 Strategies for Scalable and Secure Data Lake Storage

Optimize your Amazon S3 data lake with strategic bucket configurations, data layers, encryption, and lifecycle policies for security, efficiency, and cost savings.

April 8, 2025

by Digvijay Waghela

· 8,227 Views