Data Engineering Resources

Implement thermometer continuations in Scala using exceptions and state to capture, replay, and resume control flow with minimal changes to the language.

April 25, 2025

by Michael Wang

· 4,670 Views · 1 Like

SQL Server Index Optimization Strategies: Best Practices with Ola Hallengren’s Scripts

This guide covers the effective implementation of Ola Hallengren's SQL Server Maintenance Solution for index optimization, especially in Availability Group environments.

April 25, 2025

by arvind toorpu

CORE

· 9,232 Views · 4 Likes

Clean Up Event Data in Ansible Event-Driven Automation

Clean and normalize event data in Ansible Event-Driven Automation (EDA) with the ansible.eda.dashes_to_underscores filter for smoother, more reliable automation.

April 25, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 6,557 Views · 5 Likes

How to Build the Right Infrastructure for AI in Your Private Cloud

Build scalable infrastructure with GPUs for AI workloads, manage data pipelines efficiently, and ensure security and compliance.

April 25, 2025

by Siva Kiran Nandipati

· 6,221 Views · 2 Likes

Power BI Embedded Analytics — Part 1: Introduction and Power BI Authoring Overview

Introduction to embedded analytics with Power BI. Covers the basics, helping you kickstart your journey into leveraging embedded analytics for informed decision-making.

April 24, 2025

by Robin Rizvi

CORE

· 4,038 Views · 2 Likes

Scaling in Practice: Caching and Rate-Limiting With Redis and Next.js

Redis powers both caching (to speed up API responses) and rate limiting (to prevent faucet abuse), offering performance improvements and protecting against abuse.

April 24, 2025

by Ernest Nnamdi

· 6,538 Views · 2 Likes

CRDTs Explained: How Conflict-Free Replicated Data Types Work

Explore Conflict-free Replicated Data Types. Data structure designed to ensure that data on different replicas will eventually converge into a consistent state.

April 24, 2025

by Bartłomiej Żyliński

CORE

· 6,357 Views · 2 Likes

Auto-Instrumentation in Azure Application Insights With AKS

Demo of auto-instrumentation with App Insights on AKS: This article provides a demo of how to enable monitoring on applications without requiring code changes.

April 24, 2025

by Aritra Ghosh

· 4,415 Views

Reinforcement Learning for AI Agent Development: Implementing Multi-Agent Systems

Let's learn how to implement a simple AI agent with reinforcement learning using a multi-agent system in Python, and have a little fun along the way.

April 24, 2025

by Srinivas Chippagiri

CORE

· 18,644 Views · 2 Likes

Optimizing AI Model: A Guide to Improving Performance (3 of 3)

This guide covers data preprocessing, algorithmic improvements, hyperparameter tuning, hardware acceleration, and deployment strategies to improve performance.

April 24, 2025

by Srinivas Chippagiri

CORE

· 17,442 Views · 2 Likes

Key Considerations in Cross-Model Migration

Navigating the challenges of AI model migration, this guide explores differences in tokenization, context windows, formatting, and response structure across LLMs.

April 23, 2025

by Lavanya Gupta

· 3,727 Views · 1 Like

Apache Doris vs Elasticsearch: An In-Depth Comparative Analysis

Apache Doris excels in complex analytics with SQL support and high performance, while Elasticsearch is ideal for full-text search and real-time retrieval.

April 23, 2025

by Michael Hayden

· 4,988 Views · 2 Likes

Failure Handling Mechanisms in Microservices and Their Importance

In this article, we will explore different failure-handling mechanisms in microservices and understand their importance in building resilient applications.

April 23, 2025

by Arunkumar Kallyodan

· 9,262 Views · 12 Likes

AI Model Evaluation: Metrics, Visualization and Performance (2 of 3)

Evaluate AI models using key metrics and visualization tools to ensure fairness, reliability and scalability in real-world applications.

April 23, 2025

by Srinivas Chippagiri

CORE

· 19,067 Views · 3 Likes

The Role of AI in Enhancing DevOps Processes

AI’s your DevOps wingman—handles the dull crap, sniffs out issues early, and keeps things humming. Early alerts, slick CI/CD testing, and self-fixing systems, all in one.

April 23, 2025

by Sujai Krishna Vasudavan

· 4,500 Views · 1 Like

How to Build Local LLM RAG Apps With Ollama, DeepSeek-R1, and SingleStore

Learn how to use DeepSeek-R1 with SingleStore to analyze PDFs, store embeddings, and discover blockchain investment opportunities in FinTech with LangChain.

April 23, 2025

by Akmal Chaudhri

CORE

· 3,485 Views · 2 Likes

A Modern Stack for Building Scalable Systems

Dive into modern stack recommendations for building robust and scalable systems. This stack is agnostic and can be integrated into all programming languages.

April 23, 2025

by Bartłomiej Żyliński

CORE

· 8,956 Views · 2 Likes