AI/ML Resources

Navigating the AI and Machine Learning Landscape: Insights From Indicium’s CDO

Indicium CDO Daniel Avancini shares insights on navigating the AI/ML landscape, from challenges and best practices to emerging trends.

June 3, 2024

by Tom Smith

CORE

· 2,057 Views · 1 Like

The Impact of AI and Platform Engineering on Cloud Native's Evolution: Automate Your Cloud Journey to Light Speed

AI and platform engineering are emerging as revolutionary integrations for cloud-native environments, increasing scalability, reliability, and efficiency.

June 3, 2024

by Kellyn Gorman

CORE

· 4,886 Views · 1 Like

Introduction to Retrieval Augmented Generation (RAG)

RAG is a powerful AI approach that uses real-time data retrieval to provide accurate, contextually appropriate responses, aiding in the development of AI applications.

June 3, 2024

by Ravi Kumar Batchu

· 3,686 Views · 1 Like

Elevating Defense Precision With AI-Powered Threat Triage in Proactive Dynamic Security

This article sheds light on how artificial intelligence and cybersecurity converge to revolutionize threat detection, incident response, and vulnerability management.

May 31, 2024

by Chinelo Okonkwo

· 2,612 Views · 3 Likes

Optimal CX With Hidden Prompts: The Secret Sauce of Prompt Engineering for LLMs

One of the most effective yet often overlooked techniques in prompt engineering is the use of hidden prompts, also known as system prompts.

May 31, 2024

by Sapan Patel

· 2,433 Views · 1 Like

Ollama + SingleStore - LangChain = :-(

Previously, we saw how LangChain provided an efficient and compact solution for integrating Ollama with SingleStore. But what if we were to remove LangChain?

May 31, 2024

by Akmal Chaudhri

CORE

· 2,084 Views · 1 Like

Building Robust ML Systems: Best Practices for Production

The blog delves into practical tips and techniques for transitioning from an ML concept to a robust, operational product.

May 31, 2024

by Rachita Naik

· 2,837 Views · 2 Likes

How To Build a Basic RAG App

This article will guide you on starting out with Retrieval-Augmented Generation with LLMs. You will learn what RAG is and how to implement it in your application.

May 30, 2024

by Roger Oriol

· 1,606 Views · 1 Like

From Code to Insight: Using NLP and Sentiment Analysis in Git History

In this article, I will explain how to utilize technical textual data to transform traditional team management and achieve better results.

May 28, 2024

by Pavel Perfilov

· 25,143 Views · 102 Likes

Building an AI-Powered Slack Bot With IBM WatsonX

Leverage WatsonX's AI capabilities to create innovative applications that streamline processes and boost productivity, making life easier and more productive for users.

May 28, 2024

by Pradeep Gopalgowda

· 1,366 Views · 7 Likes

Firebase Genkit With Ollama

Explore a Firebase project that uses the Gen AI Kit with Gemma using Ollama and learn how to test it locally with the Firebase emulator and the Gen UI Kit.

May 27, 2024

by Xavier Portilla Edo

CORE

· 1,393 Views · 1 Like

Leveraging AI and Vector Search in Azure Cosmos DB for MongoDB vCore

This article explains the inbuilt vector search functionality in Cosmos DB for MongoDB vCore and also provides a quick exploration guide using Python code.

May 26, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 2,680 Views · 3 Likes

Application Task Driven: LLM Evaluation Metrics in Detail

List of common LLM systems evaluation metrics that are based on specific applications and a supporting open-source framework.

May 24, 2024

by Sapan Patel

· 1,251 Views · 1 Like

Middleware in Autonomous Vehicles

Self-driving cars are becoming common; however, software development outside of ML topics is not well known. This post demystifies middleware for vehicles.

May 23, 2024

by Shobhit Kukreti

· 2,163 Views · 3 Likes

Optimizing the Traveling Salesman Problem: Integrating Graph Neural Networks With Branch and Bound Algorithms

Learn how integrating Graph Neural Networks (GNNs) with the Branch & Bound (B&B) algorithm significantly advances solving the Traveling Salesman Problem (TSP).

May 23, 2024

by Priyanka Koushik

· 2,352 Views · 2 Likes

Universal Semantic Layer: Going Meta on Data, Functionality, Governance, and Semantics

What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for?

May 23, 2024

by George Anadiotis

· 1,224 Views · 1 Like

Securing Generative AI Applications

There are various types of security considerations needed to ensure the safety of a Gen AI application and the uptime of the application.

May 22, 2024

by Pranav Kumar Chaudhary

· 3,004 Views · 1 Like

Revolutionizing Machine Learning Pipelines: Google Cloud MLOps for Continuous Integration and Deployment

Google Cloud MLOps streamlines machine learning operations through automated CI/CD pipelines, scalable infrastructure, and comprehensive monitoring tools.

May 20, 2024

by Vijayabalan Balakrishnan

· 777 Views · 1 Like

7 Unique Ways To Use AI Tools for Data Analytics

Supplementing traditional methods of analyzing data with a variety of AI tools to help realize the potential of all available information.

May 20, 2024

by John Lafleur

· 735 Views · 1 Like

AI Risk Management Framework: A Technical Deep Dive for AI Developers

AI Risk Management Framework guides developers to build AI systems by identifying and mitigating risks through testing, secure coding, and continuous monitoring.

May 20, 2024

by Ramakrishnan Neelakandan

· 1,918 Views · 3 Likes

The Latest AI/ML Topics