AI/ML Resources

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

· 5,651 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

· 1,999 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

· 2,430 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

· 2,426 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

· 1,433 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

· 2,169 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

· 2,601 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

· 2,368 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

· 2,580 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

· 2,207 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

· 4,683 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

· 4,731 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

· 5,241 Views · 1 Like

Mastering Retrieval Augmented Generation: From Fundamentals to Advanced Techniques

RAG enhances LLMs by linking them to external retrieval systems, while advanced RAG addresses challenges in query formulation, embedding generation, and accuracy.

January 9, 2025

by Salman Khan

CORE

· 6,164 Views · 2 Likes

AI Governance: Building Ethical and Transparent Systems for the Future

This article takes a deep dive into AI governance, including insights surrounding its challenges, frameworks, standards, and more.

January 9, 2025

by Sukanya Konatam

· 6,048 Views · 1 Like

Scholcast: Generating Academic Paper Summaries With AI-Driven Audio

Scholcast is a Python package that converts academic papers into detailed summaries in A/V format using AI, making it easier to stay updated with the research.

January 8, 2025

by Sabarna Choudhuri

· 2,968 Views · 1 Like

Efficient Artificial Intelligence: Training to Production

With the advancements in artificial intelligence, the models are getting increasingly complex, resulting in increased size and latency.

January 8, 2025

by Surabhi Sinha

· 2,270 Views · 2 Likes

I Built an Automatic Proposal Generation LLM and Open-Sourced It on GitHub

Existing large models couldn’t solve my problem, so I built my own — an open-source tool for automating proposal generation efficiently.

January 7, 2025

by William Guo

· 3,127 Views

Usage of GenAI for Personalized Customer Experience in Mobile Apps

Generative AI enhances mobile apps with personalized, engaging user experiences, delighting users through smart data use and continuous improvement.

January 7, 2025

by Yogesh Rathod

· 1,684 Views · 2 Likes

Applying ML and AI for Effective Spamhaus Email Etiquette

Explore how ML/AI can be leveraged for Spamhaus email etiquette and security, highlighting techniques used for spam detection, and upholding responsible email standards.

January 7, 2025

by John Akkarakaran Jose

· 1,476 Views · 1 Like

The Latest AI/ML Topics