AI/ML Resources

Harnessing the Power of Distributed Databases on Kubernetes

Explore the benefits of running distributed databases on Kubernetes in the age of AI

October 29, 2024

by Karthik Ranganathan

· 8,322 Views · 1 Like

Lifecycle Microservices With GenAI Tools

Using AI tools to help design, develop, modify, and deliver a microservice application requires the collaboration of stakeholders, SMEs, developers, and DevOps.

October 28, 2024

by Tyler Band

· 8,509 Views · 9 Likes

AI-Driven Intent-Based Networking: The Future of Network Management Using AI

In this article, explore AI-driven intent-based networking (IBN) as a solution to manage increasingly complex networks.

October 28, 2024

by Aditi Godbole

· 5,885 Views · 5 Likes

Exploring Foundations of Large Language Models (LLMs): Tokenization and Embeddings

Learn more about tokenization and embeddings, which play a vital role in understanding human queries and converting knowledge bases to generate responses.

October 25, 2024

by MIHIR MEHTA

· 4,330 Views · 3 Likes

Right-Sizing GPU and CPU Resources for Training and Inferencing Using Kubernetes

Learn how to harness advances in Kubernetes to optimize resource allocation by prioritizing workloads dynamically and efficiently based on need.

October 25, 2024

by Sanjay Basu PhD

· 7,419 Views · 2 Likes

Will GenAI Force Coders to Switch Careers?

Some suggest that devs may stop coding within 2 years as AI takes over coding tasks. Is this accurate? Will GenAI force coders to abandon their careers?

October 23, 2024

by Venu Moola

· 4,135 Views · 3 Likes

Data Architectures With Emphasis on Emerging Trends

This article gives you a thorough rundown of the newest data architectures, tools, and technologies with an emphasis on emerging trends.

October 23, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,993 Views · 4 Likes

RAG Systems: A Brand New Architecture Tool

Discover how RAG systems boost AI by combining real-time data retrieval with language models for accurate, relevant responses.

October 23, 2024

by Pier-Jean MALANDRINO

CORE

· 4,820 Views · 5 Likes

Building Predictive Analytics for Loan Approvals

Here, explore various techniques for loan approvals, using models like Logistic Regression and BERT, and applying SHAP and LIME for model interpretation.

October 23, 2024

by Akmal Chaudhri

CORE

· 4,537 Views · 1 Like

How to Use Retrieval-Augmented Generation (RAG) Locally

This article explores how to use Retrieval-Augmented Generation (RAG) for building more effective and engaging conversational AI applications.

October 22, 2024

by Shamim Bhuiyan

· 4,578 Views · 2 Likes

Symbolic and Connectionist Approaches: A Journey Between Logic, Cognition, and the Future Challenges of AI

Explore the strengths and limitations of symbolic and connectionist AI as well as the challenges AI faces in replicating human experience and reasoning.

October 22, 2024

by Frederic Jacquet

CORE

· 3,148 Views · 1 Like

AI/ML Innovation in the Kubernetes Ecosystem

Recent innovations like the Model Registry, ModelCars feature, and TrustyAI are delivering manageability, speed, and accountability for AI/ML workloads

October 22, 2024

by Yuan Tang

· 5,307 Views · 4 Likes

Serverless NLP: Implementing Sentiment Analysis Using Serverless Technologies

Learn how to build a serverless application to perform sentiment analysis using AWS lambda, API Gateway, and NLTK's Vader library.

October 21, 2024

by Vamsi Kavuri

CORE

· 21,578 Views · 2 Likes

Hybrid Search: A New Frontier in Enterprise Search

Discover how hybrid search, with its exceptional search capabilities, can deliver relevant results with utmost accuracy for a better search experience.

October 21, 2024

by Taranjeet Singh

· 1,788 Views · 2 Likes

Should You Use AI Code Review Tools?

AI code review tools like GitHub Copilot, CodeRabbit, and Codium AI are becoming popular — but they aren't better than human reviewers in every respect.

October 17, 2024

by Zac Amos

· 4,108 Views · 3 Likes

Web GenAI Microservices Creation: An Overview

Create and run a microservice, with a simple prompt from your browser. Download and customize the system in your IDE with rules and Python, all open source!

October 17, 2024

by Val Huber

CORE

· 5,917 Views · 6 Likes

Artificial Intelligence and Machine Learning in Cloud-Native Environments

The integration of AI/ML technologies in cloud-native environments offers some exciting features, but is not without its challenges.

October 16, 2024

by Reese Lee

· 5,820 Views · 5 Likes

DevoxxGenie: Your AI Assistant for IntelliJ IDEA

This tutorial will provide you the steps and recommendations to best leverage the DevoxxGenie plugin for either local or cloud-based LLM code assistant tools.

October 16, 2024

by Gunter Rotsaert

CORE

· 3,837 Views · 4 Likes

Building an Interactive Chatbot With Streamlit, LangChain, and Bedrock

The article helps you to create a chatbot using low code frontend, LangChain for conversation management, and Bedrock LLM for generating responses.

October 16, 2024

by Karan Bansal

· 3,849 Views · 6 Likes

AI Strategies for Enhanced Language Model Performance

This article explores the concept of compositionality, the challenges associated with it, and advanced strategies to improve language models' ability to reason compositionally.

October 15, 2024

by Nakul Pandey

· 2,913 Views · 2 Likes

The Latest AI/ML Topics