AI/ML Resources

Mixture of Experts is a LLM architecture that powers your most popular LLMs. Continue reading to learn about how they work and why they work so well.

April 24, 2024

by Roger Oriol

· 1,329 Views · 1 Like

How To Build Generative AI Apps on AWS Using Anthropic Claude 3

Explore building generative AI applications using Anthropic Claude 3 on AWS. Discover cloud-based AI innovation and advanced techniques in our guide.

April 24, 2024

by Nisar Ahmad

· 2,740 Views · 3 Likes

A Comparative Exploration of LLM and RAG Technologies: Shaping the Future of AI

Follow a comparative journey between LLM and RAG, shedding light on their mechanisms, applications, and the unique advantages they offer to the AI field.

April 24, 2024

by Ashok Gorantla

CORE

· 22,291 Views · 6 Likes

Leveraging AI to Bolster Cloud Security for APIs and Microservices

AI-powered cloud security solutions are essential for protecting APIs and microservices from online threats. Learn more about how AI improves cloud security.

April 23, 2024

by Nilesh Charankar

· 2,087 Views · 1 Like

Storage Systems For Real-Time Personalized Recommendations

Recommendation systems personalize content with machine learning, boosting engagement. They need fast, scalable storage to handle big, changing datasets.

April 23, 2024

by Jayasekhar Konduru

· 2,494 Views · 2 Likes

Navigating the Landscape of Smaller Language Models

Smaller language models challenge larger ones with efficient alternatives, reshaping AI through techniques like knowledge distillation and transfer learning.

April 22, 2024

by shiva kumar sriramulugari

· 7,271 Views · 2 Likes

Processing Paradigms: Stream vs. Batch in the AI Era

Efficiently processing and ingesting data is a requirement for any organization. Both batch and stream processing play important roles in artificial intelligence.

April 22, 2024

by John Lafleur

· 1,564 Views · 1 Like

Amazon Bedrock: Leveraging Foundation Models With Quarkus and AWS

Bedrock is the new Amazon service that democratizes the users' access to the most up-to-date Foundation Models (FM) of the highest-ranked AI actors.

April 22, 2024

by Nicolas Duminil

CORE

· 2,572 Views · 1 Like

Introduction to Modern AI 2024 Edition, Part 2

In this post, walk through a real-life business problem and make use of ChatGPT with Advanced Data Analysis to help with the solution.

April 19, 2024

by Joel Nylund

CORE

· 1,827 Views · 3 Likes

How SRE Copilot Tools Will Transform Organizations

Copilot tools are beginning to blossom. Observability and SRE organizations will have to adapt to this world where Copilots become ubiquitous. Learn more here.

April 19, 2024

by Sriram Panyam

· 3,165 Views · 3 Likes

Exploring Decision Trees: A Beginner's Guide

Explore fundamental concepts of decision trees, including entropy, information gain, and Gini impurity, which form the basis of their decision-making process.

April 18, 2024

by Prokshitha Polemoni

· 3,488 Views · 2 Likes

Journey To Building Massive Language Models in 2024

Explore the technical intricacies involved in constructing cutting-edge language models and the latest innovations and challenges across the entire stack.

April 18, 2024

by Preet Inder Singh Rihan

· 2,432 Views · 1 Like

Explainable AI: Interpreting Complex AI/ML Models

This article explores Explainable AI (XAI), focusing on making AI systems' decisions transparent and understandable through techniques like LIME and SHAP.

April 16, 2024

by Rajiv Avacharmal

· 1,743 Views · 2 Likes

Essential Math to Master AI and Quantum

Learn the essential subset of mathematical concepts to understand the underpinnings of artificial intelligence and quantum computing.

April 16, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,460 Views · 10 Likes

Vector Databases: Unlocking New Dimensions in Video Streaming

Explore how vector embeddings and machine learning transform search capabilities in streaming platforms and enhance user discovery and personalization.

April 15, 2024

by Sai Mahesh vuppalapati

· 5,551 Views · 6 Likes

Using Spring AI With AI/LLMs to Query Relational Databases

Explore how the AIDocumentLibraryChat project has been extended to support questions for searching relational databases.

April 12, 2024

by Sven Loesekann

· 5,352 Views · 6 Likes

Instant APIs With Copilot and API Logic Server

Describe a database to Copilot, and create a running API and Admin App in moments. Or, use an existing database. Customize in your IDE with Rules and Python.

April 11, 2024

by Val Huber

CORE

· 4,609 Views · 11 Likes