AI/ML Resources

Blueprint for Agentic AI: Azure AI Foundry, AutoGen, and Beyond

Azure AI Foundry and AutoGen enable scalable, collaborative AI agents that automate complex tasks with minimal human effort.

September 18, 2025

by Anand Singh

· 4,420 Views · 1 Like

FOSDEM 2025 Recap: Open Source Contributors Unite to Collaborate and Help Advance Apache Software Projects

Apache Software Foundation participants shared observations from FOSDEM 25 to showcase some of the work that community members do for open-source software development.

September 18, 2025

by Brian Proffitt

· 1,637 Views

Beyond Retrieval: How Knowledge Graphs Supercharge RAG

Graph RAG combines knowledge graphs with LLMs to structure text into entities and relationships, enabling explainable reasoning and more accurate insights.

September 17, 2025

by Salman Khan

CORE

· 3,789 Views · 2 Likes

The AI FOMO Paradox

The AI FOMO Paradox: Learn why knowledgeable Agile practitioners are perfectly positioned for the AI era, and the era of ‘good enough’ Agile is over.

September 17, 2025

by Stefan Wolpers

CORE

· 2,744 Views · 1 Like

Beyond Code: How to Use AI to Modernize Software Architecture

AI can accelerate development, but without guidance, it risks deepening architectural debt — with solid context and prompts, it can help strengthen architecture.

September 16, 2025

by John Vester

CORE

· 3,084 Views · 2 Likes

Multi-Agent (Multi-Function) Orchestration With AWS Step Functions

Learn about multi-agent (multi-function) orchestration with AWS step functions, which helps to orchestrate the different functionalities to work as a task.

September 16, 2025

by Prabhakar Mishra

· 3,068 Views

Automating RCA and Decision Support Using AI Agents

The article explores how AI agents can automate insight generation, assist teams in root cause analysis, and outline a scalable agentic AI architecture for enterprises.

September 16, 2025

by Ishita Choudhary

· 3,323 Views · 2 Likes

Geometric Deep Learning: AI Beyond Text and Images

In this article, you will learn about how geometric deep learning extends AI to analyze complex non-Euclidean data like molecules, 3D models, and networks.

September 16, 2025

by Kevin Vu

· 1,310 Views · 5 Likes

From Laptop to Cloud: Building and Scaling AI Agents With Docker Compose and Offload

AI agents need more than one service. Docker Compose keeps them simple to run, and Docker Offload shifts workloads to cloud GPUs.

September 15, 2025

by Pragya Keshap

· 7,386 Views · 4 Likes

Mastering Approximate Top K: Choosing Optimal Count-Min Sketch Parameters

A practical guide to configuring width (w) and depth (d) in Count-Min Sketch for efficient top-k estimation and real-time analytics.

September 15, 2025

by Baskar Sikkayan

· 3,316 Views · 3 Likes

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

· 1,841 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

· 1,747 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

· 1,442 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

· 7,742 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

· 2,246 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

· 3,371 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

· 16,133 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

· 4,643 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

· 4,533 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

· 2,148 Views · 1 Like

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