AI/ML Resources

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

· 5,409 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

· 3,197 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

· 4,952 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

· 3,833 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 V

· 3,405 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

· 4,233 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

· 4,488 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

· 22,015 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

· 3,598 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

· 32,184 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

· 10,091 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

· 7,337 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

· 4,047 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

· 9,400 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

· 4,902 Views · 2 Likes

Scaling Image Deduplication: Finding Needles in a Haystack

Learn to efficiently deduplicate 100M+ images using distributed architectures, embeddings, FAISS for ANN search, and clustering to ensure accurate results.

February 20, 2025

by Praneeth Reddy Vatti

· 6,205 Views · 3 Likes

Data Pattern Automation With AI and Machine Learning

Pattern recognition and AI improve data workflows, automate insights, and drive efficiency in business processes across industries.

February 19, 2025

by Sandip Gami

· 4,572 Views · 2 Likes

The Impact of Edge Computing on Mobile App Development

Edge computing impacts mobile app development through enhanced privacy, updated AI opportunities, and increased innovation. Here's how.

February 19, 2025

by Zac Amos

· 3,170 Views

Build Scalable GenAI Applications in the Cloud: From Data Preparation to Deployment

Learn key considerations around data preparation, model fine-tuning, deployment strategies, and ethical AI to prepare you to build scalable GenAI applications.

February 19, 2025

by Aravind Nuthalapati

CORE

· 31,467 Views · 2 Likes

Observability and DevTool Platforms for AI Agents

Check the platforms that provide developers with powerful tools to monitor, debug, and optimize AI agents, ensuring their reliability, efficiency, and scalability.

February 19, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 18,989 Views · 5 Likes

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