AI/ML Resources

Low-Code AI Agent for Classifying User Support Tickets With OpenAI and Kumologica

This article discusses the design and implementation of an intelligent case classification scenario using an AI agent in Kumologica and the OpenAI platform.

September 27, 2024

by Pranav K

CORE

· 2,860 Views · 2 Likes

Integrating Data Engineering Into Artificial Intelligence

Importance of tight coupling between data engineering and artificial intelligence for data engineers and data scientists and best practices.

September 26, 2024

by Akshay Agarwal

· 2,636 Views · 3 Likes

Java for AI

Explore how the Java programming language can be used for AI development, along with supporting libraries and tools.

September 26, 2024

by SURESH SRIRANGAM

· 13,301 Views · 11 Likes

Feature Engineering Transforming Predictive Models

Delve into the transformative power of feature engineering in applied machine learning, and learn how carefully crafted features can elevate your models.

September 25, 2024

by Sundeep Goud Katta

· 2,921 Views · 3 Likes

Probabilistic Graphical Models: A Gentle Introduction

Explore this guide to probabilistic graphical models, which represent probability distributions and capture conditional independence structures using graphs.

September 25, 2024

by Salman Khan

· 28,603 Views · 49 Likes

The Future of Application Security: Empowering Developers in the AI Era

Explore the future of application security in the AI era. Learn how developers can integrate security into their workflow and leverage AI responsibly.

September 25, 2024

by Tom Smith

CORE

· 2,170 Views · 1 Like

Efficient Transformer Attention for GenAI

Explore this overview of recent research focused on building efficient transformer models by reducing the computational complexity of self-attention.

September 24, 2024

by Anurag Paul

· 2,439 Views · 2 Likes

Human Introspection With Machine Intelligence

Explore the abductive logic programming (ALP) approach within computational logic and how it can be utilized to enhance our cognitive processes and behaviors.

September 24, 2024

by vuppulapati Chandra Sekhar Naidu

· 1,613 Views · 2 Likes

The Future Speaks: Real-Time AI Voice Agents With Ultra-Low Latency

Open-source AI voice agents now achieve real-time, low-latency responses with under 500ms turnaround time. What will you create with it?

September 23, 2024

by Waqas Saeed

· 2,181 Views · 2 Likes

Build Vector Embeddings for Video via Python Notebook and OpenAI CLIP

Delve into AI's capabilities to analyze video data and how vector embeddings, created with Python and OpenAI CLIP, can help interpret and analyze video content.

September 23, 2024

by Akmal Chaudhri

CORE

· 1,856 Views · 2 Likes

Decoding LLM Parameters, Part 1: Temperature

The first article in this multi-part series explores how parameter tuning impacts creativity, precision, and diversity in LLM content generation.

September 20, 2024

by Pavan Vemuri

· 3,842 Views · 5 Likes

How Machine Learning and AI are Transforming Healthcare Diagnostics in Mobile Apps

Explore how AI is being integrated into healthcare apps along with a few technical insights from a developer's perspective.

September 19, 2024

by Laxmi Wiliams

· 2,849 Views · 1 Like

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

· 3,338 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

· 3,566 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

· 3,140 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

· 2,521 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

· 3,510 Views · 2 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

· 2,289 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

· 4,551 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

· 2,007 Views · 2 Likes

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