AI/ML Resources

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

· 4,051 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

· 4,319 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

· 21,904 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

· 3,313 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

· 31,704 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

· 9,599 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

· 6,945 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

· 3,874 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

· 9,115 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

· 4,714 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

· 5,945 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

· 4,149 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

· 3,078 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

· 31,341 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

· 17,399 Views · 5 Likes

Agentic Workflows for Unlocking User Engagement Insights

Learn how to generate actionable insights by having agentic workflows deployed on your user engagement data with the help of CrewAI.

February 19, 2025

by Pavan Vemuri

CORE

· 4,128 Views · 10 Likes

The Recursive Prerequisite [Comic]

Interviewing for a new developer job? You may want to brush up on your knowledge of Quicksort (and recruiting).

February 19, 2025

by Daniel Stori

CORE

· 4,386 Views · 4 Likes

Building Intelligent Microservices With Go and AWS AI Services

The development of intelligent applications has seen exponential growth since the convergence of Microservices architecture and cloud-based AI services.

February 18, 2025

by Sairamakrishna BuchiReddy Karri

· 4,968 Views · 2 Likes

Dive Into Tokenization, Attention, and Key-Value Caching

This article covers how key-value caching works and how it helps optimize large language models. It includes a text generation process to make it easy to understand.

February 18, 2025

by Kailash Thiyagarajan

· 5,343 Views · 1 Like

Creating an Agentic RAG for Text-to-SQL Applications

Agentic RAG simplifies text-to-SQL by modularizing tasks into tools like query transformation, hybrid search, and re-ranking, ensuring accuracy and scalability.

February 18, 2025

by Arjun Bali

· 10,400 Views

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