AI/ML Resources

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

· 2,410 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

· 7,207 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

· 1,518 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

· 2,514 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

· 1,800 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

· 3,118 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

· 3,434 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

· 2,412 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

· 1,719 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

· 5,304 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

· 5,492 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

· 5,276 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

· 4,559 Views · 11 Likes

Prompt Engineering vs Fine-Tuning vs RAG

Explore the pros and cons of prompt engineering, fine-tuning, and RAG to help you understand when and how to use these techniques effectively.

April 11, 2024

by Usama Jamil

· 2,237 Views · 4 Likes

AI Explained: The Critical Phases of Training and Inference

Do you know the mechanisms and fundamentals of AI training and inference processes? Explore the steps involved in creating AI models.

April 10, 2024

by Frederic Jacquet

CORE

· 5,850 Views · 2 Likes

Multi-Touch Attribution Models

In this comprehensive guide, explore some of the traditional and advanced multi-touch attribution models and the algorithms behind them.

April 10, 2024

by Venkatraman Umbalacheri Ramasamy

· 7,035 Views · 2 Likes

How To Implement RAG: A Simple Walkthrough

Learn how to enhance your LLMs with retrieval-augmented generation, using LlamaIndex and LangChain for data context, deploying your application to Heroku.

April 8, 2024

by Alvin Lee

CORE

· 8,902 Views · 2 Likes