Data Engineering Resources

Streamlining Database Management: Running PostgreSQL in Docker Containers

You will learn how to run PostgreSQL in a Docker container with a portable, isolated, and resource-efficient database setup that is easy to manage and scalable.

December 31, 2024

by VARUNREDDY DEVIREDDY

· 6,870 Views · 3 Likes

Iceberg Catalogs: A Guide for Data Engineers

Learn about Apache Iceberg catalogs, their types, configurations, and the best-fit solutions for managing metadata and large datasets in different environments.

December 31, 2024

by Naresh Dulam

· 6,747 Views · 2 Likes

The Importance of Kubernetes in MLOps and Its Influence on Modern Businesses

The most critical challenges in MLOps involve constructing scalable and flexible infrastructure, to which Kubernetes is an efficient solution.

December 31, 2024

by Anupama Babu

· 5,597 Views · 1 Like

Enhancing DevOps in the Cloud With AI Innovation

Learn how AI-driven tools are transforming DevOps practices in cloud environments, improving automation, efficiency, and scalability by leveraging AI.

December 31, 2024

by Srinivas Reddy Bandarapu

· 4,657 Views · 3 Likes

Building a Receipt Scanner App With OCR, OpenAI, and PostgreSQL

In this article, you'll learn how to build a receipt scanner app using OCR for text extraction, OpenAI for processing, and PostgreSQL for efficient data storage.

December 31, 2024

by Balusamy Nachiappan

· 10,440 Views · 3 Likes

Agile Failure Has Strengthened, Not Weakened, Software

With psychological factors helping explain why humans struggle with Agile, interdisciplinary expertise can help save us from future software disasters.

December 31, 2024

by Junade Ali

· 4,994 Views · 2 Likes

Supercharge Your Coding Workflow With Ollama, LangChain, and RAG

Learn how to build a retrieval-augmented generation (RAG) code assistant using Ollama and LangChain to optimize your coding workflow.

December 30, 2024

by Santhosh Vijayabaskar

CORE

· 7,178 Views · 6 Likes

Setting Up a ScyllaDB Cluster on AWS Using Terraform

This article will teach you how to set up, deploy, manage, and scale ScyllaDB clusters on AWS using Terraform with this comprehensive step-by-step guide.

December 30, 2024

by Oleg Lipin

· 10,200 Views · 5 Likes

Bridging the Gap: Unlocking the Power of HDFS-Based Data Lakes With Streaming Databases

Big data technologies' quick development has highlighted the necessity of a smooth transition between real-time data analytics and batch processing systems.

December 30, 2024

by Gautam Goswami

CORE

· 3,028 Views · 1 Like

Getting Started With Snowflake Snowpark ML: A Step-by-Step Guide

This guide discusses setting up the Snowpark ML library, configuring your environment, and implementing a basic ML use case.

December 30, 2024

by Sevinthi Kali Sankar Nagarajan

· 4,022 Views · 2 Likes

Implementing CRUD Operations With NLP Using Microsoft.Extensions.AI

Learn how to implement CRUD operations using NLP in a .NET Web API application with the Microsoft.Extensions.AI library for a light management system.

December 30, 2024

by Baraneetharan Ramasamy

· 3,552 Views · 1 Like

AI in 2024: Year in Review and Predictions for 2025

The past year has been transformative for artificial intelligence. Let's review the major developments of 2024 and explore what the future might hold in 2025.

December 30, 2024

by Roger Oriol

· 2,585 Views

5 AI Trends That Will Define Software Development in 2025

In this article, we’ll explore the top AI trends that will shape software development in 2025: Agentic AI, Multimodal AI, Democratization of AI, and more.

December 27, 2024

by Sameer Danave

· 6,303 Views

Creating Your First GenAI RAG App: Sony TV Manual Example

For novices, this tutorial demonstrates how to chunk PDF manuals, embed them with OpenAI, retrieve relevant text via FAISS, and produce GPT-based answers using RAG.

December 27, 2024

by Shreyam Dutta Gupta

· 3,486 Views · 3 Likes

Advancing Enterprise AI Solutions With Agentic RAG

Agentic RAG revolutionizes enterprise AI solutions by combining RAG with autonomous AI agents, enabling smarter, more proactive, and task-oriented AI applications.

December 27, 2024

by Suri (thammuio)

CORE

· 26,023 Views · 3 Likes

Building Intelligent Multi-Agent Conversational Systems Using the AutoGen Framework

Learn how to build scalable multi-agent conversational AI systems easily using the AutoGen framework with modular and extensible features.

December 26, 2024

by Aravind Nuthalapati

CORE

· 23,227 Views · 3 Likes

Seamless RDS to DynamoDB Migration: Unlocking Scalability With the Dual Write Strategy

This article provides a detailed overview of the Incremental Migration with the Dual Write strategy, including the necessary steps, considerations, and best practices.

December 26, 2024

by Deepti Marrivada

· 7,082 Views · 2 Likes