Data Engineering Resources

Personalized Search Optimization Using Semantic Models and Context-Aware NLP for Improved Results

This tutorial shows how to build a semantic search engine using Hugging Face transformers to deliver more accurate, context-aware results.

January 15, 2025

by Venkata Gummadi

· 7,474 Views · 1 Like

Distributed Training at Scale

Distributed training accelerates machine learning training by splitting tasks across multiple devices or machines, improving performance and scalability.

January 15, 2025

by Bhala Ranganathan

CORE

· 4,952 Views · 1 Like

A Guide to Microservices Deployment: Elastic Beanstalk vs Manual Setup

Learn how to deploy microservices with Elastic Beanstalk or EC2. Explore the pros, cons, and steps for both approaches to simplify or customize your setup.

January 15, 2025

by Praveen Kumar Thopalle

· 6,145 Views · 1 Like

Understanding DNS Records: What They Are and Why They Matter

Explore the essentials of DNS records: what they are, how they work, and why they are crucial for internet connectivity, security, and efficient web management.

January 14, 2025

by Earle Schaefer

· 3,293 Views · 2 Likes

The Importance of AI System Memory

The key to personalized AI intelligence is having scalable and controllable memory that can track and recall activities over a period of time.

January 14, 2025

by Bhala Ranganathan

CORE

· 4,787 Views · 2 Likes

AWS Nitro Enclaves: Enhancing Security With Isolated Compute Environments

AWS Nitro Enclaves are perfect for processing sensitive information and meeting compliance requirements while maintaining operational efficiency.

January 14, 2025

by Sajith Narayanan

· 14,312 Views · 1 Like

Router4j: A Free Alternative to Google Maps for Route and Distance Calculation

Router4j is a free and open-source tool for calculating routes and straight-line distances based on geographic coordinates — a free alternative to Google Maps.

January 14, 2025

by Thiago Nascimento

CORE

· 5,971 Views · 5 Likes

A Developer's Guide to Modern Queue Patterns

Queue patterns help build reliable distributed systems. They manage data flow, handle failures, and scale processing effectively.

January 14, 2025

by Suleiman Dibirov

CORE

· 10,689 Views · 11 Likes

Azure AI and GPT-4: Real-World Applications and Best Practices

This article discusses how developers can take advantage of Azure AI and GPT-4 with real-world applications, actionable insights, and best practices.

January 14, 2025

by Vasanthi Govindaraj

· 4,158 Views · 2 Likes

The Rise Of Reasoner Models: Scaling Test-Time Compute

Reasoner models enhance problem-solving by "thinking longer" with test-time compute, improving accuracy in math and coding tasks through iterative refinement.

January 14, 2025

by Roger Oriol

· 2,152 Views · 1 Like

Using Snowflake Cortex for GenAI

This guide explains how to use Snowflake Cortex for GenAI, including key features, setup, use cases, and best practices.

January 13, 2025

by Sevinthi Kali Sankar Nagarajan

· 4,323 Views · 2 Likes

Mastering SSR and CSR in Next.js: Building High-Performance Data Visualizations

Learn the power of SSR and CSR and how to implement both using Next.js. Gain practical insights to build real-world data visualization applications.

January 13, 2025

by Anujkumarsinh Donvir

CORE

· 7,576 Views · 9 Likes

Copy SQL Execution Plan from One Database to Another in Oracle 19c

In this step-by-step guide, we will cover SQL Plan Management (SPM), exporting or importing plans, and fixing execution plans for consistent query behavior.

January 13, 2025

by arvind toorpu

CORE

· 8,969 Views · 5 Likes

Custom SCD2 Implementation Using PySpark

Learn to implement Slowly Changing Dimension Type 2 (SCD2) in a data warehouse for tracking historical data, ensuring data integrity, and enabling scalability.

January 13, 2025

by Abhishek Trehan

· 4,642 Views · 1 Like

Process Mining Key Elements

This article introduces process mining, explaining its key elements and practical applications for discovering and analyzing workflows using event data.

January 13, 2025

by Puneet Malhotra

· 4,851 Views · 5 Likes

Enterprise RAG in Amazon Bedrock: Introduction to KnowledgeBases

In this post, learn details of Amazon Bedrock KnowledgeBases capability and how to build a serverless RAG pipeline using KnowledgeBases.

January 13, 2025

by Suvoraj Biswas

· 4,132 Views · 1 Like

Security in the Age of AI: Challenges and Best Practices

Key security challenges in AI and strategies to protect systems, from data breaches to adversarial attacks, to ensure robust and secure AI integration.

January 13, 2025

by Akanksha Pathak

CORE

· 4,025 Views · 3 Likes