AI/ML Resources

Learn how GenAI-Powered microservice automation provides a prompt-driven way to create and deliver a complete end-to-end Angular API-enabled application.

June 6, 2024

by Tyler Band

· 6,791 Views · 10 Likes

Machine Learning With Python: Data Preprocessing Techniques

This article will discuss and look at the most popular data preprocessing techniques used for machine learning, and explore methods to clean, transform, and scale data.

June 6, 2024

by Karthik Rajashekaran

CORE

· 9,962 Views · 4 Likes

Building a Tool To Generate Text With OpenAI’s GPT-4 Model

Build a text generation tool using OpenAI's GPT-4. Set up your environment, authenticate the API, make API calls, handle errors, and integrate with Flask for a web app.

June 6, 2024

by Neha Dhaliwal

· 4,643 Views · 4 Likes

Mocking Dependencies and AI Is the Next Frontier in Vue.js Testing

Mocking dependencies in Vue.js tests is crucial for isolating components, and ensures reliable, efficient, and comprehensive testing in controlled environments.

June 6, 2024

by Anton Lucanus

CORE

· 12,907 Views · 2 Likes

The Era of Enterprise AI Has Arrived: Insights From Snowflake Summit 2024 Day 1

Snowflake Summit 2024 kicked off the era of Enterprise AI. Learn how Snowflake and its partners are making AI accessible and secure for all users.

June 6, 2024

by Tom Smith

CORE

· 2,724 Views · 1 Like

.NET 9 and C# 13: New Features and Improvements

This article explores significant updates and additions announced during MS Build 2024 providing developers with a comprehensive overview of what to expect.

June 6, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 7,028 Views · 5 Likes

Beyond A/B Testing: How Multi-Armed Bandits Can Scale Complex Experimentation in Enterprise

Multi-armed bandits (MAB) is a powerful alternative that can scale complex experimentation in enterprises by dynamically balancing exploration and exploitation.

June 5, 2024

by Sapan Patel

· 4,902 Views · 1 Like

How To Build a Shopping Cart AI Chatbot

In this article, I show how to use Magic's Low-Code features to build an AI-based shopping cart for an online e-commerce store.

June 5, 2024

by Thomas Hansen

CORE

· 3,130 Views · 3 Likes

Add Flexibility to Your RAG Applications in Amazon Bedrock

Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you implement the entire RAG workflow from ingestion to retrieval and prompt augmentation.

June 5, 2024

by Abhishek Gupta

CORE

· 4,006 Views · 1 Like

Take Your First Steps for Building on LLMs With Google Gemini

Learn to build an LLM application using the Google Gemini API and deploy it to Heroku. This guide walks you through setup, code, and deployment step-by-step.

June 5, 2024

by Alvin Lee

CORE

· 6,381 Views · 2 Likes

I Built a Reusable Dashboard for Read the Docs Traffic Analytics Using Vizro-AI

This article explores a simple, low code, and open-source solution to build a dashboard to visualize traffic data for documentation.

June 4, 2024

by Jo Stichbury

CORE

· 2,845 Views · 1 Like

LLMs Get a Memory Boost with HippoRAG

HippoRAG, a new RAG framework, uses a knowledge graph to represent connections between concepts, enabling LLMs to reason and provide more accurate, nuanced answers.

June 4, 2024

by Indrajit Bhattacharya

· 4,006 Views · 1 Like

Enhancing Vehicle Routing Problems With Deep Reinforcement Learning and Metaheuristics

Combining machine learning methods and traditional optimization techniques for logistics and fleet management execution optimizations.

June 3, 2024

by Sumit Mittal

· 4,841 Views · 2 Likes

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

· 2,362 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

· 5,896 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

· 6,560 Views · 3 Likes

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

· 3,421 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

· 2,825 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

· 2,503 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

· 3,360 Views · 2 Likes

The Latest AI/ML Topics