AI/ML Resources

Agentic AI and Generative AI: Revolutionizing Decision Making and Automation

This article examines both agentic and generative AI systems, their relative benefits and drawbacks, their implementation challenges with ethical risks, and more.

March 25, 2025

by Nitish Upadhyay

· 4,013 Views

Make ML Models Work: A Real-World Take on Size and Imbalance

Overcoming NLP hurdles like large models and imbalanced data, the project used TF-IDF, class weighting, and simpler models for accuracy and efficiency.

March 25, 2025

by Gowsiya Syednoor Shek

· 2,621 Views · 1 Like

Text Clustering With Deepseek Reasoning

We will develop and understand a novel approach to text clustering and explain our inference results using the DeepSeek reasoning model.

March 24, 2025

by Kalpan Dharamshi

· 2,981 Views · 2 Likes

Leverage Amazon BedRock Chat Model With Java and Spring AI

Learn to use Amazon Bedrock to build an app that sends text prompts to a model with Spring AI. This guide covers AWS setup, Spring AI config, and Bedrock integration.

March 24, 2025

by Danil Temnikov

CORE

· 9,710 Views · 5 Likes

Recommender Systems Best Practices: Collaborative Filtering

Recommender systems predict preferences using feedback, tackling sparsity and cold starts with collaborative filtering, matrix factorization, and hybrid models.

March 24, 2025

by Salman Khan

CORE

· 8,895 Views · 2 Likes

Is Vibe Coding Agile or Merely a Hype?

Learn about vibe coding and how it can enhance agile practices and empower non-technical entrepreneurs, but beware of its issues.

March 24, 2025

by Stefan Wolpers

CORE

· 6,054 Views · 5 Likes

Supercharged LLMs: Combining Retrieval Augmented Generation and AI Agents to Transform Business Operations

In this article, see how RAG and AI agents improve enterprise AI by enhancing accuracy, automation, and decision-making beyond LLM limitations.

March 24, 2025

by Pratik Prakash

CORE

· 3,810 Views · 1 Like

[Part-2] Text to Action: Words to Calendar Events

Turn your words into calendar events effortlessly! This AI-powered assistant understands your text, extracts key details, and schedules events for you.

March 21, 2025

by Vivek Vellaiyappan Surulimuthu

· 3,634 Views · 3 Likes

More Efficient Software Development Means More Need for Devs

AI isn't replacing developers but transforming software development by dramatically increasing efficiency. It eliminates "blank page syndrome."

March 21, 2025

by Sam Stenner

· 3,777 Views · 2 Likes

A Pulse on Generative AI Today: Navigating the Landscape of Innovation and Challenges

This article explores GenAI's rapid evolution, highlighting key breakthroughs, industry applications, and emerging trends.

March 21, 2025

by Tuhin Chattopadhyay

CORE

· 4,478 Views · 5 Likes

Grounding Gemini With Google Search and Other Data Sources

Take advantage of Google Gemini's 1M token limit to send context. You can also combine this approach with the Grounding with Google Search feature.

March 20, 2025

by Imran Burki

· 4,928 Views

Multimodal AI: Beyond Single Modalities

Discover how integrating text, image, and audio data advances multimodal AI, improving accuracy, decision-making, and transforming industry applications.

March 20, 2025

by Akshar Patel

· 2,468 Views

Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch

Deploying a scalable Multimodal RAG application using Amazon Bedrock for embeddings and language models, and Amazon OpenSearch as a vector store.

March 20, 2025

by Mahesh Vaijainthymala Krishnamoorthy

· 4,351 Views · 3 Likes

Personalized Product Recommendations in E-Commerce Using ML

Data mining and machine learning to uncover patterns in data with Support Vector Machine (SVM) and Random Forest in recommending personalized e-commerce products.

March 20, 2025

by Aditi Choudhary

· 2,660 Views · 1 Like

AI-Powered Observability With OpenTelemetry and Prometheus

Learn how AI-driven observability transforms monitoring with proactive issue detection, smarter analysis, and seamless integration into modern IT systems.

March 19, 2025

by Vasanthi Govindaraj

· 8,103 Views · 5 Likes

Building an Agentic RAG System from Scratch

Agentic RAG combines retrieval-augmented generation with AI agents to enhance LLMs, enabling autonomous decisions, efficient context retrieval, and flexible tool use.

March 19, 2025

by Swati Tyagi

· 4,536 Views · 2 Likes

Unlocking Oracle 23 AI's JSON Relational Duality

Oracle 23ai combines AI with JSON and relational duality, allowing easy querying and updates across both formats. Learn how this integration streamlines data management.

March 19, 2025

by arvind toorpu

CORE

· 3,294 Views · 3 Likes