AI/ML Resources

Predicting Traffic Volume With Artificial Intelligence and Machine Learning

Explore the potential of random forest models in traffic forecasting and insights for future research aimed at improving urban traffic management systems.

September 19, 2024

by Aadi Jewargi

· 6,038 Views · 3 Likes

Enhancing Few-Shot Text Classification With Noisy Channel Language Model Prompting

Explore noisy channel language model prompting: few-shot text classification, enhancing stability, handling imbalanced data, and generalizing to unseen labels.

September 18, 2024

by Nakul Pandey

· 4,388 Views · 1 Like

Securing Your Enterprise With an Identity-First Security Strategy

Cyberattacks are becoming increasingly sophisticated. Learn how an identity-first security strategy can tackle the evolving cyber threats in an AI-first-world.

September 18, 2024

by Vijay Pitchumani

· 4,148 Views · 2 Likes

Zero to AI Hero, Part 4: Harness Local Language Models With Semantic Kernel; Your AI, Your Rules

Explore how to harness local language models with Semantic Kernel. Discover the power of running AI on your terms — secure, private, and under your control.

September 18, 2024

by Aneesh Gopalakrishnan

· 3,461 Views · 1 Like

AI and Technical Debt: Balancing Innovation and Sustainability

Learn how to navigate technical debt in AI projects, balance rapid adoption with long-term sustainability, and implement best practices for successful AI initiatives.

September 17, 2024

by Tom Smith

CORE

· 4,993 Views · 3 Likes

Algorithmic Advances in AI-Driven Search: Optimizing Query Processing for Precision and Speed

Explore concepts of AI-driven query processing, key algorithms that enhance search performance, and best practices for optimizing AI-powered retrieval systems.

September 17, 2024

by Lav Kumar

· 3,543 Views · 2 Likes

Build an Advanced RAG App: Query Routing

This article explores what query routing is in the context of a RAG application and how to set up a query routing mechanism with a simple case study.

September 16, 2024

by Roger Oriol

· 5,458 Views · 6 Likes

Retrieval-Augmented Generation (RAG): Enhancing AI-Language Models With Real-World Knowledge

In this post, we'll take a closer look at RAG, how it works, where it's being used, and how it might change our interactions with AI in the future.

September 16, 2024

by Mohan Krishna Mannava

· 3,466 Views · 2 Likes

Zero to AI Hero, Part 3: Unleashing the Power of Agents in Semantic Kernel

This article will guide you through building agents with Semantic Kernel, focusing on the key components and offering practical examples.

September 16, 2024

by Aneesh Gopalakrishnan

· 8,622 Views · 1 Like

How to Build an OpenAI Custom GPT With a Third-Party API

This tutorial demonstrates how to build a conversational user interface with OpenAI's Custom GPT using any third-party API.

September 12, 2024

by Akhilesh Joshi

· 7,188 Views · 2 Likes

Optimizing Data Management for AI Success: Industry Insights and Best Practices

Explore key strategies for effective data management in AI projects, including real-time access, federated queries, and data literacy for developers and engineers.

September 11, 2024

by Tom Smith

CORE

· 5,647 Views · 1 Like

Real-Time GenAI With RAG Using Apache Kafka and Flink to Prevent Hallucinations

Learn about context-specific real-time Generative AI (GenAI) with Retrieval Augmentation Generation (RAG) using Kafka and Flink to prevent hallucinations.

September 11, 2024

by Kai Wähner

CORE

· 4,706 Views · 2 Likes

Automatic 1111: Custom Sketch-to-Image API

Develop a custom Sketch-to-Image API for converting hand-drawn/digital sketches into photorealistic images using stable diffusion models powered by ControlNet.

September 10, 2024

by Tharakarama Reddy Yernapalli Sreenivasulu

· 5,386 Views · 6 Likes

Explainable AI (XAI): How Developers Build Trust and Transparency in AI Systems

XAI is essential for making AI systems transparent, trustworthy, and ethically compliant, with developers playing a crucial role.

September 10, 2024

by Suri (thammuio)

CORE

· 48,601 Views · 3 Likes

Zero to AI Hero, Part 2: Understanding Plugins in Semantic Kernel, A Deep Dive With Examples

In this tutorial, explore one of the "gears" of Semantic Kernel — plugins — and discover the work they are capable of beyond chit-chatting.

September 10, 2024

by Aneesh Gopalakrishnan

· 5,259 Views · 2 Likes

Model-Driven Development and Testing

Explore how open-source ApiLogicServer (ALS) and GenAI-powered development impact the deployment of microservice applications.

September 9, 2024

by Tyler Band

· 4,740 Views · 8 Likes

The AI Security Gap: Protecting Systems in the Age of Generative AI

As GenAI adoption surges, organizations face new security risks. Learn to protect your AI systems from prompt hacking and other emerging threats.

September 5, 2024

by Tom Smith

CORE

· 5,548 Views · 1 Like

Supercharging IaC With AI for Next-Gen Infrastructure Efficiency

This article explores some important areas where AI is reshaping IaC operations and discusses what the future may hold.

September 4, 2024

by Omry Hay

· 7,273 Views · 2 Likes

MLOps: How to Build a Toolkit to Boost AI Project Performance

AI projects could end up among the 90% that fail due to common implementation pitfalls. Here, learn how to change the game with the right MLOps tools.

September 3, 2024

by Alexander Simonov

· 7,272 Views · 4 Likes

Bridging the Gap: How Developers and Security Professionals Can Collaborate for Better Cybersecurity

Experts at Black Hat 2024 reveal how developers and security pros can collaborate better: from shifting left to embracing AI and prioritizing user experience.

September 3, 2024

by Tom Smith

CORE

· 5,254 Views · 1 Like

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