Data Engineering Resources

How AI and Machine Learning Are Shaping the Fight Against Ransomware

This article examines how artificial intelligence and machine learning are revolutionizing the fight against ransomware.

September 15, 2025

by Daniel Akomolafe

· 1,711 Views · 3 Likes

Toward Explainable AI (Part 10): Bridging Theory and Practice—Responsible AI: Ambition or Illusion?

Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.

September 15, 2025

by Frederic Jacquet

CORE

· 1,364 Views · 3 Likes

GenAI Beyond Just LLMs

GenAI is not just LLMs and agents. Learn about the power of Chemistry Foundation Models, and how they can accelerate molecular and materials discovery.

September 15, 2025

by Nimit Patel

· 1,250 Views · 3 Likes

Benchmarking Open-Source LLMs: LLaMA vs Mistral vs Gemma — A Practical Guide for Developers Building Private Models

Open-source LLMs like LLaMA, Mistral, and Gemma are reshaping private AI. Learn their performance, architecture, and deployment to choose the right model.

September 15, 2025

by harshraj bhoite

· 6,691 Views · 1 Like

Agentic AI: The Next Evolution of Artificial Intelligence and Autonomous Automation

AI has progressed from assistants like Siri and Alexa to ChatGPT requiring human input, and now to Agentic AI, which autonomously thinks, plans, and executes tasks.

September 15, 2025

by Shubham Gupta

· 2,005 Views · 2 Likes

Enhancing AI Privacy: Federated Learning and Differential Privacy in Machine Learning

The article explores Federated Learning and Differential Privacy as key techniques for privacy-preserving machine learning.

September 12, 2025

by Shaurya Jain

· 3,042 Views · 2 Likes

Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows

Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.

September 12, 2025

by Gopinath Kathiresan

· 15,879 Views · 1 Like

AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems

AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.

September 12, 2025

by Nilesh Charankar

· 4,386 Views · 1 Like

Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches

Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.

September 12, 2025

by Siva Kiran Nandipati

· 4,024 Views · 1 Like

Security Concerns in Open GPTs: Emerging Threats, Vulnerabilities, and Mitigation Strategies

In this article, learn about real-world breaches, risks, and advanced security strategies to safeguard Open GPT deployments against evolving AI threats.

September 12, 2025

by Vijay Oggu

· 1,933 Views · 1 Like

AI for Data Cleaning: How AI Can Clean Your Data and Save You Hours and Money

The use of AI in data cleansing involves identifying and eliminating irrelevant and missing data to maintain clean datasets, free from outliers and errors.

September 12, 2025

by Prasanna Chitanand

· 1,795 Views · 2 Likes

Quantum Machine Learning (QML) for Developers: A Beginner's Guide

In this beginner-friendly guide, learn how quantum machine learning with PennyLane, Qiskit, TFQ, and Cirq enhances AI with speed, security, and optimization.

September 12, 2025

by Chandrasekhar Rao Katru

· 2,463 Views · 7 Likes

Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options

AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.

September 12, 2025

by Aruun Kumar

· 2,779 Views · 2 Likes

The Real-time Data Transfer Magic of Doris Kafka Connector's "Data Package": Part 1

One Man Stands Guard, and Ten Thousand Cannot Pass! Learn all about real-time data import, transformation, and error handling with Doris Kafka Connector.

September 12, 2025

by Michael Hayden

· 2,912 Views · 1 Like

Securing LLM Applications: Beyond the New OWASP LLM Top 10

The new OWASP LLM Top 10 highlights vulnerabilities unique to LLMs. However, operationalizing LLM security means weaving safeguards beyond just referencing a checklist.

September 11, 2025

by Abhishek Goswami

· 2,920 Views · 2 Likes

Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2

Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.

September 11, 2025

by Varun Dixit

· 2,367 Views · 2 Likes

Azure VM Instance Types and Their Roles in Different Distributed Software Systems

Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.

September 11, 2025

by Srinivasarao Rayankula

· 19,559 Views · 3 Likes

Jakarta Query: Unifying Queries Across SQL and NoSQL in Jakarta EE 12

Jakarta EE 12 introduces Jakarta Query, a brand-new specification aiming to unify query languages across relational and non-relational databases.

September 11, 2025

by Otavio Santana

CORE

· 3,652 Views · 4 Likes

The AI Precision Anti-Pattern

Learn why to avoid the Generative AI Precision Anti-Pattern and why LLMs fail on deterministic tasks, and how to align the right tools with the right jobs.

September 11, 2025

by Stefan Wolpers

CORE

· 1,778 Views · 1 Like

AI on the Fly: Real-Time Data Streaming From Apache Kafka to Live Dashboards

Real-time data streaming plays a key role for AI models as it allows them to handle and respond to data as it comes in, instead of just using old fixed datasets.

September 11, 2025

by Gautam Goswami

CORE

· 7,003 Views

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