AI/ML Resources

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

· 3,949 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

· 2,031 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

· 4,114 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

· 4,631 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

· 3,916 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

· 3,881 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

· 3,468 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

· 6,691 Views · 4 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

· 5,775 Views · 6 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

· 7,708 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

· 9,238 Views · 5 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

· 8,232 Views · 3 Likes

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

· 3,740 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

· 2,900 Views · 3 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

· 5,996 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

· 2,702 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

· 10,176 Views · 1 Like

Data Governance Challenges in the Age of Generative AI

Navigate privacy, security, and compliance challenges for innovation. Effective data governance is now more critical due to recent generative AI developments.

January 7, 2025

by nishchai jayanna manjula

· 6,833 Views · 3 Likes

The Evolution of Adaptive Frameworks

Adaptive frameworks revolutionize collaboration by providing real-time, personalized updates that address traditional tool limitations.

January 6, 2025

by Manasi Sharma

· 3,720 Views · 2 Likes

Graph Database Pruning for Knowledge Representation in LLMs

Pruning graph databases makes LLMs faster and more efficient by removing unnecessary info and improving recommendations while saving power and resources.

January 6, 2025

by Srinivas M

· 4,165 Views · 7 Likes

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