AI/ML Resources

Evolution of Recommendation Systems: From Legacy Rules Engines to Machine Learning

Legacy rules engines offer predictable automation but lack scalability and personalization; ML revolutionized this by enabling adaptive, data-driven decisions.

January 20, 2025

by Rambabu Bandam

· 2,334 Views · 1 Like

A Guide to Deploying AI for Real-Time Content Moderation

A step-by-step guide to deploying an AI-powered real-time content moderation system, covering data collection, processing, models, and human review.

January 20, 2025

by Rahul JAIN

· 1,540 Views

Chain-of-Thought Prompting: A Comprehensive Analysis of Reasoning Techniques in Large Language Models

Chain-of-thought (CoT) prompting enables LLMs to improve their reasoning capabilities. This paper explores various CoT techniques and their practical limitations.

January 20, 2025

by Pier-Jean MALANDRINO

CORE

· 1,658 Views · 2 Likes

Creating Artificial Doubt Significantly Improves AI Math Accuracy

LLMs are better at math with a "verified reasoning trajectory" — an opportunity to review their steps and determine if the math they're doing makes sense.

January 17, 2025

by Mike Young

· 2,491 Views

Talk to Your Project: An LLM Experiment You Can Join and Build On

Find out the result of my experiment on integrating LLM into a console application and the insights I gained from the experience.

January 17, 2025

by Filipp Shcherbanich

CORE

· 2,311 Views · 1 Like

Bye Tokens, Hello Patches

Meta's BLT architecture is a better way to scale LLMs that may lead us to replace tokenization with a patches-based approach.

January 15, 2025

by Mike Young

· 3,035 Views · 2 Likes

Data-First IDP: Driving AI Innovation in Developer Platforms

A Data-First IDP integrates governance, traceability, and quality into workflows, transforming how data is managed, enabling scalable, AI-ready ecosystems.

January 15, 2025

by Paul Gale

· 4,677 Views · 1 Like

Personalized Search Optimization Using Semantic Models and Context-Aware NLP for Improved Results

This tutorial shows how to build a semantic search engine using Hugging Face transformers to deliver more accurate, context-aware results.

January 15, 2025

by Venkata Gummadi

· 5,658 Views · 1 Like

Distributed Training at Scale

Distributed training accelerates machine learning training by splitting tasks across multiple devices or machines, improving performance and scalability.

January 15, 2025

by Bhala Ranganathan

· 2,009 Views

The Importance of AI System Memory

The key to personalized AI intelligence is having scalable and controllable memory that can track and recall activities over a period of time.

January 14, 2025

by Bhala Ranganathan

· 2,449 Views · 1 Like

Azure AI and GPT-4: Real-World Applications and Best Practices

This article discusses how developers can take advantage of Azure AI and GPT-4 with real-world applications, actionable insights, and best practices.

January 14, 2025

by Vasanthi Govindaraj

· 2,447 Views · 2 Likes

The Rise Of Reasoner Models: Scaling Test-Time Compute

Reasoner models enhance problem-solving by "thinking longer" with test-time compute, improving accuracy in math and coding tasks through iterative refinement.

January 14, 2025

by Roger Oriol

· 1,445 Views · 1 Like

Using Snowflake Cortex for GenAI

This guide explains how to use Snowflake Cortex for GenAI, including key features, setup, use cases, and best practices.

January 13, 2025

by Sevinthi Kali Sankar Nagarajan

· 2,188 Views · 2 Likes

Process Mining Key Elements

This article introduces process mining, explaining its key elements and practical applications for discovering and analyzing workflows using event data.

January 13, 2025

by Puneet Malhotra

· 2,633 Views · 5 Likes

Enterprise RAG in Amazon Bedrock: Introduction to KnowledgeBases

In this post, learn details of Amazon Bedrock KnowledgeBases capability and how to build a serverless RAG pipeline using KnowledgeBases.

January 13, 2025

by Suvoraj Biswas

· 2,376 Views · 1 Like

Security in the Age of AI: Challenges and Best Practices

Key security challenges in AI and strategies to protect systems, from data breaches to adversarial attacks, to ensure robust and secure AI integration.

January 13, 2025

by Akanksha Pathak

CORE

· 2,600 Views · 3 Likes

A Tool to Ease Your Transition From Oracle PL/SQLs to Couchbase JavaScript UDFs

In this article, take a deep dive into an AI Translator tool used to automate the conversion of PL/SQL to JSUDF.

January 13, 2025

by Gaurav Jayaraj

· 2,226 Views · 2 Likes

Optimizing SQL Server Performance With AI: Automating Query Optimization and Predictive Maintenance

AI enhances SQL Server performance through query optimization and predictive maintenance, boosts efficiency, reduces latency, and improves system scalability.

January 10, 2025

by Vijay Panwar

CORE

· 4,721 Views · 2 Likes

Maximizing AI Agents for Seamless DevOps and Cloud Success

Harness the power of AI agents in DevOps and cloud delivery for success. Explore how to use AI in DevOps and cloud environments in this article.

January 9, 2025

by Marija Naumovska

CORE

· 4,739 Views · 4 Likes

Quantum Machine Learning for Large-Scale Data-Intensive Applications

This article examines how QML can harness the principles of quantum mechanics to achieve significant computational advantages over classical approaches.

January 9, 2025

by Manasi Sharma

· 5,262 Views · 1 Like

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