AI/ML Resources

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

· 1,500 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

· 2,258 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

· 2,959 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

· 2,327 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

· 2,384 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

· 1,938 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Are you still using outdated QC methods for data labeling?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

· 2,243 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

· 2,316 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

· 1,622 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

· 1,655 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

· 1,656 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

· 2,766 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

· 2,989 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

· 2,567 Views · 2 Likes

Blockchain, AI, and Edge Computing: Redefining Modern App Development

Blockchain, AI, and edge computing are enhancing modern app development by enhancing security, performance, and automation.

August 27, 2025

by Balasubramani Murugesan

· 2,867 Views · 1 Like

Digital Twins Reborn: How AI Is Finally Fulfilling the Promise of IoT

AI is revolutionizing digital twin technology, finally overcoming IoT's integration challenges and delivering real business value across industries.

August 27, 2025

by Tom Smith

CORE

· 2,429 Views · 11 Likes

How To Build an AI-Powered Search Bar With Vector Embeddings and OpenAI

Use OpenAI embeddings with FAISS to power a search that understands meaning, so queries match relevant content even without exact keywords.

August 27, 2025

by Mohit Menghnani

CORE

· 3,011 Views · 1 Like

Data Splits in Machine Learning: Training, Validation, and Test Sets

Proper data splitting in machine learning prevents leakage, reduces overfitting, and ensures reliable model performance for real-world deployment.

August 27, 2025

by Kacper Michalik

· 4,392 Views · 1 Like

Toward Explainable AI (Part 3): Bridging Theory and Practice—When Explaining AI Is No Longer a Choice

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

August 27, 2025

by Frederic Jacquet

CORE

· 1,946 Views · 8 Likes

From Simple Lookups to Agentic Reasoning: The Rise of Smart RAG Systems

RAG has grown from basic retrieval to agent-like AI, gaining memory, smarter routing, HyDe, adaptive search, and fact checks to deliver better, grounded answers.

August 26, 2025

by Naresh Dulam

· 4,550 Views · 4 Likes

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