AI/ML Resources

Building a Weather Service With Genkit and AI

AI-powered weather service using Genkit, TypeScript, OpenWeatherAPI, and GitHub Models. Uses OpenAI o3-mini for AI responses.

March 4, 2025

by Xavier Portilla Edo

CORE

· 5,416 Views · 1 Like

AI Agents for Data Warehousing

AI agents are revolutionizing data warehousing by enhancing efficiency, accuracy, and automation across various aspects of data management today.

March 4, 2025

by Ajay Tanikonda

· 4,500 Views · 1 Like

The Critical Role of CISOs in Managing IAM, Including NHIs

NHIs outnumber human users in enterprises, yet many IAM strategies ignore them. Learn why CISOs must own NHI governance to prevent security breaches.

March 4, 2025

by Dwayne McDaniel

· 2,573 Views · 2 Likes

Understanding the Data Culture

A data culture fosters data and AI use to improve decision-making, drive innovation, build trust, and ensure organizational success through collaboration.

March 3, 2025

by Abrar Ahmed Syed

· 3,459 Views · 5 Likes

AI in Agile Product Teams

In this article, learn about AI in agile product teams, gain insights from deep research, and explore what it means for your practice as an agile practitioner.

March 3, 2025

by Stefan Wolpers

CORE

· 4,630 Views · 4 Likes

Exploring Embeddings API With Java and Spring AI

Exploring how to build a Spring AI application that uses OpenAI's embeddings API to find the most relevant products based on user input.

February 28, 2025

by Danil Temnikov

CORE

· 11,889 Views · 10 Likes

XAI for Fraud Detection Models

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

· 5,631 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

· 2,706 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

· 5,981 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

· 43,480 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

· 5,007 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

· 5,242 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

· 3,003 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

· 4,663 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

· 3,702 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

· 3,200 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

· 4,005 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

· 4,253 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

· 21,872 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

· 3,233 Views · 2 Likes

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