AI/ML Resources

Toward Explainable AI (Part 6): Bridging Theory and Practice—What LIME Shows – and What It Leaves Out

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

September 3, 2025

by Frederic Jacquet

CORE

· 2,103 Views

Technical Deep Dive: Scaling GenAI-Enhanced SBOM Analysis from Trivy Fix to Enterprise DevSecOps

Discover how Trivy PR #9224 enables complete SBOM dependency mapping, powering GenAI-driven DevSecOps automation and millions in enterprise cost savings.

September 2, 2025

by Ravi Sastry Kadali

· 2,687 Views · 1 Like

PII Leakage Detection and Measuring the Accuracy of Reports and Statements Using Machine Learning

Securing sensitive data and validating the correctness of reports and statements by checking for inconsistencies with machine learning capabilities.

September 2, 2025

by Malai Arasu Paneerselvam

· 2,237 Views · 4 Likes

Mastering Prompt Engineering for Generative AI

A hands-on guide to advanced prompt engineering for LLMs-covering CoT, few-shot, zero-shot, decoding controls, and retrieval augmentation.

September 2, 2025

by Kacper Michalik

· 1,592 Views · 1 Like

Build Smarter Next-Gen AI Apps: A Step-by-Step LangChain v0.3+ Guide

Create next-gen Artificial Intelligence applications using the LangChain Python framework — with real code, hands-on insights, and a look inside its architecture.

September 2, 2025

by Shubham Gupta

· 2,336 Views · 3 Likes

The AI Co-Pilot: How to Lead When Your Team's Best Player Is a Machine

AI now writes the code. Leaders must provide the vision, ask the right questions, and champion the creative work only humans can do.

September 1, 2025

by Rupesh Dabbir

· 3,043 Views · 4 Likes

Enhancing Productivity With RAG-Based GenAI Solutions

Learn how RAG on Amazon Bedrock simplifies content creation by combining data retrieval with generation, how it enhances AI capabilities, and boosts efficiency.

September 1, 2025

by Satrajit Basu

CORE

· 2,606 Views · 2 Likes

The Statistical AI Parrot in Your Sprint

In this article, you will learn why artificial intelligence will not replace your Agile team and why ignoring it is a mistake.

September 1, 2025

by Stefan Wolpers

CORE

· 2,439 Views · 4 Likes

Toward Explainable AI (Part 5): Bridging Theory and Practice—A Hands-On Introduction to LIME

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

September 1, 2025

by Frederic Jacquet

CORE

· 2,035 Views · 3 Likes

Why It’s Time to Reevaluate Quality Control Methods in Data Labeling

Are you still using outdated QC methods for data labeling? Find out why it’s time to update your approach and how you can do it for better AI model performance.

August 29, 2025

by Nick Pegg

· 2,322 Views · 2 Likes

MCP for Agentic Systems: The Missing Protocol for Autonomous AI

To build scalable AI agents, replace custom state logic with MCP to manage the agent's entire lifecycle of planning, tool use, and memory.

August 29, 2025

by Karthik Puthraya

· 2,433 Views · 3 Likes

Toward Explainable AI (Part 4): Bridging Theory and Practice—Beyond Explainability, What Else Is Needed

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

August 29, 2025

by Frederic Jacquet

CORE

· 1,701 Views · 5 Likes

Building Recommendation Engines With AI and SQL

Let's explore how AI and SQL are increasingly integrated to automate recommendation engines, simplifying the process for businesses.

August 28, 2025

by Ramalakshmi Murugan

· 1,705 Views · 1 Like

Practical Guide to Snowflake Performance Tuning With SQL and AI Enhancements

This guide provides hands-on strategies to boost Snowflake performance through smart warehouse configurations, SQL optimizations, and AI-powered features.

August 28, 2025

by munikrishnaiah sundararamaiah

· 1,773 Views · 1 Like

How to Understand Emergent Behavior in Agentic AI: Chaos or Intelligence?

Learn about emergent behavior in agentic AI — how LLM-driven agents plan, adapt, and evolve — and the debate over intelligence vs. statistical patterns.

August 28, 2025

by Balajee Asish Brahmandam

· 2,870 Views · 1 Like

Cry and Authenticate How AI is Changing Security

Passwords are broken. AI may soon verify you by emotions, traits, and typing rhythm—offering secure, personal logins but raising big privacy concerns.

August 28, 2025

by Alexander Simonov

· 3,061 Views · 4 Likes

How Healthy Is Your Data in the Age of AI? An In-Depth Checklist to Assess Data Accuracy, Governance, and AI Readiness

This guide provides a complete checklist to assess, monitor, and improve data quality for AI success, ensuring accuracy, compliance, and long-term reliability.

August 28, 2025

by Sukanya Konatam

· 2,679 Views · 2 Likes