AI/ML Resources

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

· 5,649 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

· 5,769 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

· 5,194 Views · 3 Likes

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

· 6,101 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

· 4,284 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

· 6,269 Views · 5 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

· 23,915 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

· 2,718 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

· 5,517 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

· 6,300 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

· 7,451 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

· 4,944 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

· 4,878 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

· 3,398 Views · 2 Likes

Oracle CloudWorld 2024: Key Takeaways for Developers, Engineers and Architects

Oracle CloudWorld 2024 unveils AI innovations, multi-cloud strategies, and industry solutions. Learn how these advancements will empower developers and engineers.

October 15, 2024

by Tom Smith

CORE

· 5,547 Views · 2 Likes

Vector Search: The Hottest Topic in Information Retrieval

Explore the transformative power of vector search in information retrieval. Learn how it enhances semantic understanding, handles unstructured data, and more.

October 15, 2024

by Bohdan Snisar

· 3,688 Views · 4 Likes

Transforming Customer Feedback With Automation of Summaries and Labels Using TAG and RAG

Streamline customer feedback analysis, enabling efficient insights extraction from large datasets to enhance decision-making and boost customer engagement.

October 15, 2024

by Venkata Gummadi

· 5,532 Views · 3 Likes

The Battle of Data: Statistics vs Machine Learning

Compare statistics and machine learning, discussing their foundations, methods, applications, and differences in analyzing data for insights and predictions.

October 14, 2024

by Vasanthi Govindaraj

· 5,672 Views · 8 Likes