AI/ML Resources

Why the Newest LLMs Use a MoE (Mixture of Experts) Architecture

Learn about the Mixture of Experts (MoE) architecture, defined as a mix or blend of different "expert" models working together to complete a specific problem.

July 17, 2024

by Kevin Vu

· 5,431 Views · 3 Likes

Understanding Big O Notation in Python

Learning Big O notation is crucial because it helps us understand the current efficiency of our code and guides us in optimizing it further.

July 16, 2024

by Shital Kat

· 3,136 Views · 1 Like

Poisoning AI Brain: The Hidden Dangers of Third-Party Data and Agents in AI Systems

Backdoor attacks in LLMs involve hidden triggers embedded during training that activate harmful actions under specific conditions.

July 16, 2024

by Gaurav Puri

· 3,941 Views · 3 Likes

8 Ways AI Can Maximize the Value of Logs

Logs are filled with the information needed to monitor and understand systems. Let’s look at eight ways that AI can maximize the value of logs.

July 16, 2024

by Michael Bogan

CORE

· 4,070 Views · 2 Likes

Questioning an Image Database With Local AI/LLM on Ollama and Spring AI

In this article, the reader will learn how to query an image database with natural language. Read further to learn more!

July 15, 2024

by Sven Loesekann

· 3,408 Views · 2 Likes

Alluxio Enterprise AI 3.2: Enhancing GPU Utilization and Data Access for AI Workloads

Alluxio Enterprise AI 3.2 revolutionizes GPU utilization and data access for AI workloads, offering seamless integration and enhanced performance.

July 15, 2024

by Tom Smith

CORE

· 2,497 Views · 1 Like

AI: Do You Trust It?

Developing an AI-based app for generating weekly reports showed promising results, though complete trust in its reliability remains a challenge.

July 11, 2024

by Volodya Lombrozo

· 4,309 Views · 4 Likes

Create JWT Using DataWeave JWT Library

This article describes the process of creating JWT using the DataWeave JWT Library available in Mulesoft Exchange, which supports both HMAC and RSA algorithms.

July 11, 2024

by Ujala Kumar Yadav

· 5,344 Views · 2 Likes

LLMs Progression and Path Forward

In this article, we discuss the history and development of language models over the past few decades, focusing on the current state of large language models.

July 10, 2024

by Vijay Joshi

· 4,330 Views · 2 Likes

How BERT Enhances the Features of NLP

BERT has enhanced NLP by helping machines understand the context of human language using its bidirectional approach. This blog explores how it achieves this.

July 10, 2024

by Matthew McMullen

· 3,805 Views · 1 Like

PlatformCon 2024 Session Recap: Platform Engineering and AI

Watch this DZone moderated PlatformCon 2024 panel where you can learn more about modern AI, platform engineering, and what to expect in the future.

July 10, 2024

by Caitlin Candelmo

· 7,172 Views · 1 Like

Viking Enterprise Solutions: Empowering Modern Data Infrastructure

Explore how Viking Enterprise Solutions empowers developers, engineers, and architects with hardware and software solutions for modern data challenges.

July 10, 2024

by Tom Smith

CORE

· 4,195 Views · 1 Like

Interactive PDF Q&A: A Retrieval-Augmented Generation Approach

Explore a RAG system to interact with PDFs by asking questions and getting relevant info. This locally hosted app uses LangChain and Streamlit.

July 10, 2024

by Nacho Corcuera

· 4,027 Views · 3 Likes

Securing Your Machine Identities Means Better Secrets Management

Machine identities make up the majority of the over 12.7 million secrets discovered in public on GitHub in 2023. Let's look at how we got here and how we fix this.

July 9, 2024

by Dwayne McDaniel

· 2,878 Views · 1 Like

How To Build an AI Knowledge Base With RAG

LLMs can generate incorrect or imprecise responses due to the limitations of training data. Learn how to build an AI knowledge base to improve the accuracy of LLM output.

July 9, 2024

by Mykola Striletskyy

· 2,993 Views · 3 Likes

Mastering the Art of ChatGPT: 15 Prompt Engineering Techniques

Journey through the fascinating world of Prompt Engineering, exploring 15 unique techniques that can transform how you interact with ChatGPT.

July 9, 2024

by Rakesh A Surendra

· 3,448 Views · 1 Like

Pure Storage Empowers Developers and Data Scientists With Agile, High-Performance Storage for AI and Modern Applications

Pure Storage accelerates AI workloads and modern app development with agile, high-performance storage solutions like FlashBlade and Evergreen//One for AI.

July 9, 2024

by Tom Smith

CORE

· 2,833 Views · 1 Like

The Rise of Kubernetes: Reshaping the Future of Application Development

Kubernetes has become essential for modern app development. Learn how it's evolving to support AI/ML workloads and changing the developer landscape.

July 8, 2024

by Tom Smith

CORE

· 6,730 Views · 4 Likes

Build an Advanced RAG App: Query Rewriting

Building on the last article where we learned how to build a basic RAG app, now take the first step into Advanced RAG with query rewriting.

July 6, 2024

by Roger Oriol

· 2,988 Views · 2 Likes

Strengthening Web Application Security With Predictive Threat Analysis in Node.js

Enhance your Node.js web application security by implementing predictive threat analysis using tools like Express.js, TensorFlow.js, JWT, and MongoDB.

July 5, 2024

by Sameer Danave

· 5,906 Views · 2 Likes

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