Data Engineering Resources

Writing Great Code: The Five Principles of Clean Code

Explore clean code practices such as using meaningful names and focused functions, avoiding code duplication, and eliminating side effects.

October 14, 2024

by Sasidhar Sunkara

· 9,374 Views · 15 Likes

The Battle of Data: Statistics vs Machine Learning

Compare statistics and machine learning, discussing their foundations, methods, applications, and differences in analyzing data for insights and predictions.

October 14, 2024

by Vasanthi Govindaraj

· 4,771 Views · 8 Likes

Amazon Redshift Workload Management (WLM): A Step-by-Step Guide

Amazon Redshift's WLM feature lets you define how queries are prioritized and resources are allocated. This guide walks through setting up WLM step by step.

October 14, 2024

by arvind toorpu

· 2,586 Views · 2 Likes

Hello, K.AI: How I Trained a Chatbot of Myself Without Coding

Follow a journey without coding to train a personal chatbot that can be used to learn in a conversational pace format about data streaming.

October 14, 2024

by Kai Wähner

CORE

· 2,148 Views · 1 Like

Serverless Computing and GraphQL: Modern App Development

In this step-by-step guide, learn how to define your GraphQL schema, implement resolvers, and deploy to AWS.

October 14, 2024

by balaji thadagam kandavel

· 5,618 Views · 1 Like

CI/CD Pipelines in the Cloud: How Cloud Hosting Is Accelerating Software Delivery

Cloud-hosted CI/CD pipelines enhance software delivery by automating processes, improving speed, scalability, collaboration, and ensuring reliable updates.

October 14, 2024

by Anton Lucanus

CORE

· 3,288 Views · 1 Like

Unleashing the Power of Gemini With LlamaIndex

Learn how to integrate Gemini LLM and Embedding models in the LlamaIndex model orchestration framework with sample data using Python.

October 14, 2024

by Vinod Pahuja

· 2,780 Views · 1 Like

Mutable vs. Immutable: Infrastructure Models in the Cloud Era

Explore mutable infrastructure and immutable structures: learn which offers flexibility for updates, consistency, reliability, and fits different cloud needs.

October 14, 2024

by Josephine Eskaline Joyce

CORE

· 8,527 Views · 4 Likes

Chain of Thought Prompting for LLMs

Explore chain-of-thought prompting for LLMs, its impact on problem-solving, and how it improves AI performance in math and reasoning tasks.

October 11, 2024

by Kevin Vu

· 3,072 Views · 1 Like

An Overview of TCPCopy for Beginners

In this article, learn more about TCPCopy, an open-source replay tool project, its underlying principles, and its architecture.

October 11, 2024

by Bin Wang

· 5,876 Views · 4 Likes

Test-Driven Generation: Adopting TDD Again, This Time With Gen AI

TDG is an approach that combines TDD, Pair Programming, and Generative AI. It solves TDD challenges like slow initial development and steep learning curves.

October 11, 2024

by Chanwit Kaewkasi

· 3,836 Views · 5 Likes

Network Guardians: Crafting a Spring Boot-Driven Anomaly Detection System

This article series will take you through the process of developing a network anomaly detection system using the Spring Boot framework in a robust manner.

October 11, 2024

by Sreejith Sreekandan Nair

· 5,185 Views · 4 Likes

Automating PMO Meetings With n8n Automation

The preps for PMO Meetings can take a lot of time. Here's how you can automate the process with n8n automation and cut the prep time into half.

October 10, 2024

by Asim Rais Siddiqui

· 3,049 Views · 1 Like

MariaDB Vector Edition: Designed for AI

In the era of purpose-built AI databases, how is a traditional database like MariaDB reinventing itself to stay relevant? Find out in this review.

October 10, 2024

by Vamsi Kavuri

CORE

· 7,659 Views · 9 Likes

Operationalize a Scalable AI With LLMOps Principles and Best Practices

This deep dive into MLOps and LLMOps looks at key components, practices, tools, and reference architecture with examples.

October 10, 2024

by Asia Banu Shaik

· 5,125 Views · 6 Likes

Leveraging Seekable OCI: AWS Fargate for Containerized Microservices

Learn how AWS Fargate can be leveraged to deploy microservices without managing the underlying infrastructure as well as techniques to optimize performance.

October 9, 2024

by Elakkiya Daivam

· 5,748 Views · 3 Likes

Observability for Browsers

Explore the architectural practices to navigate the unique challenges of ephemerality, low resources, and being efficient on the browser clients.

October 9, 2024

by Kranthi Kiran Erusu

· 3,906 Views · 1 Like

Microservice Proliferation: Too Many Microservices

Explore the pitfalls associated with the excessive creation of microservices, insights on their causes, implications, and potential strategies for mitigation.

October 9, 2024

by Sumit Kumar

· 7,833 Views · 1 Like

The Importance of Verifying Your GitHub Environment’s Security Controls

Source code, being the most valuable asset of an organization, demands strong, reliable protection to safeguard it from potential threats.

October 9, 2024

by Daria Kulikova

· 6,413 Views · 2 Likes

Decoding LLM Parameters, Part 2: Top-P (Nucleus Sampling)

The second article in this multi-part series explores how parameter tuning on Top-P impacts creativity, precision, and diversity in LLM content generation.

October 9, 2024

by Pavan Vemuri

· 4,103 Views · 4 Likes

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