AI/ML Resources

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

· 2,980 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

· 1,805 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

· 1,481 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

· 1,364 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

· 7,352 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

· 2,140 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

· 3,247 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

· 16,029 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

· 4,549 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

· 4,365 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

· 2,064 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

· 1,892 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

· 3,030 Views · 7 Likes

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

· 3,158 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

· 19,721 Views · 3 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

· 1,861 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

· 7,152 Views

Toward Explainable AI (Part 9): Bridging Theory and Practice—Conclusion: Explainability Under Real-World Conditions

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

September 11, 2025

by Frederic Jacquet

CORE

· 2,251 Views · 2 Likes