AI/ML Resources

We will explore the importance of eXplanation in fraud detection models and learn how it can help to understand different patterns of fraud in our system.

February 28, 2025

by Kalpan Dharamshi

· 5,576 Views · 2 Likes

Loss Functions: The Key to Improving AI Predictions

Loss functions measure how wrong an AI's predictions are. Different loss functions are used for different types of problems (regression or classification).

February 28, 2025

by Venkata Sai Manoj Pasupuleti

· 2,674 Views · 1 Like

Efficient Multimodal Data Processing: A Technical Deep Dive

Efficient multimodal data processing using GPU-accelerated pipelines, neural networks, and hybrid storage for scalable, low-latency AI-driven applications.

February 27, 2025

by Praneeth Reddy Vatti

· 5,930 Views · 4 Likes

Banking Fraud Prevention With DeepSeek AI and AI Explainability

AI-driven fraud detection boosts accuracy and transparency using XGBoost, SHAP, and real-time dashboards, providing scalable solutions to fight fraud.

February 26, 2025

by Swapnil Patil

· 43,408 Views · 3 Likes

Identity and Access Management Solution to Safeguard LLMs

One of the essential security measures to address LLM security involves securing access to the LLMs so that only authorized individuals can access data.

February 26, 2025

by Anant Wairagade

· 4,970 Views · 6 Likes

AI-Powered Professor Rating Assistant With RAG and Pinecone

Build a Rate-Professor AI assistant with OpenAI, Pinecone, and Next.js, with real-time chat and context-aware responses. Deploy easily on Vercel or Netlify.

February 26, 2025

by Vaibhavi Tiwari

· 5,206 Views · 3 Likes

Annotating Data at Scale in Real Time

Real-time annotation scales with LLMs, feedback loops, and active learning to handle petabyte datasets, and ensures speed, quality, and adaptability in diverse fields.

February 26, 2025

by Praneeth Reddy Vatti

· 2,969 Views · 3 Likes

AI-Powered Ransomware Attacks

This article examines AI's impact on cybersecurity and its role in boosting security measures and ransomware threats with multi-layered defense strategies.

February 26, 2025

by Anirudh Khanna

· 4,605 Views · 2 Likes

Non-Human Identity Security in the Age of AI

The rise of AI in enterprises has expanded the attack surface. Learn how you can secure non-human identities and prevent unauthorized access.

February 25, 2025

by Dwayne McDaniel

· 3,661 Views · 4 Likes

How Generative AI Is Revolutionizing Cloud Operations

Generative AI is transforming how tech companies approach cloud reliability and operations. In this article, we explore the most compelling applications.

February 25, 2025

by Aditya Visweswaran

· 3,145 Views

The Hidden Cost of Dirty Data in AI Development

Dirty data weakens AI, increases costs, introduces bias, and causes compliance risks. Strong data governance ensures reliable AI outcomes.

February 25, 2025

by Ilya Dudkin

CORE

· 3,968 Views · 3 Likes

Integrating AI Agent Workflows in the SOC

As our reliance on AI-enabled hyper-automation increases, we will leverage human expertise to design robust workflows capable of managing repetitive tasks.

February 25, 2025

by Keyur Rajyaguru

· 4,206 Views

Simplifying Multi-LLM Integration With KubeMQ

Using a message broker as a router to handle requests between your apps and LLMs simplifies integration, improves reliability, and scales easily for AI-driven apps.

February 25, 2025

by John Vester

CORE

· 21,824 Views · 3 Likes

The Perceptron Algorithm and the Kernel Trick

The Perceptron Algorithm is a foundational linear classifier for binary tasks, influencing modern ML with concepts like iterative weight updates and activation functions.

February 24, 2025

by Salman Khan

CORE

· 3,138 Views · 2 Likes

Build a Local AI-Powered Document Summarization Tool

Learn how to build a simple document summarizer using Streamlit for the interface and Ollama for running AI models locally.

February 24, 2025

by Vamsi Kavuri

CORE

· 31,379 Views · 4 Likes

A Comprehensive Guide to Generative AI Training

Detailed technical guide covering the complete lifecycle of LLM development, from raw text pre-training through instruction tuning to human alignment.

February 21, 2025

by Vashishtha Patil

· 9,358 Views · 6 Likes

Deduplication of Videos Using Fingerprints, CLIP Embeddings

Video deduplication optimizes storage by removing duplicates using techniques like segmentation, embeddings, and clustering to manage massive datasets efficiently.

February 21, 2025

by Praneeth Reddy Vatti

· 6,784 Views · 5 Likes

Step-by-Step Reasoning Can Fix Madman Logic in Vision AI

LlamaV-o1 outperforms Gemini-1.5-Flash and Claude-3.5-Sonnet on pattern recognition by explaining its reasoning process step by step.

February 21, 2025

by mike labs

· 3,727 Views · 1 Like

Building a Simple RAG Application With Java and Quarkus

With Java’s versatility and Quarkus’s cloud-native optimizations, you can build high-performance, scalable applications that seamlessly integrate AI-driven features.

February 21, 2025

by Daniel Oh

CORE

· 8,964 Views · 6 Likes

AI Agents: Future of Automation or Overhyped Buzzword?

AI Agents perceive, decide, and act independently, continuously learning and adapting to automate complex tasks with minimal human intervention.

February 20, 2025

by Graziano Casto

CORE

· 4,562 Views · 2 Likes

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