• Thu. Nov 28th, 2024

Beyond Deep Learning: Evaluating and Enhancing Model Performance for Tabular Data with XGBoost and Ensembles

In solving real-world data science problems, model selection is crucial. Tree ensemble models like XGBoost are traditionally favored for classification and regression for tabular data. Despite their success, deep learning…

Meet Jockey: A Conversational Video Agent Powered by LangGraph and Twelve Labs API

Recent developments in the field of Artificial Intelligence are completely changing the way humans engage with video material. The open-source chat video agent ‘Jockey‘ is a great example of this…

Claude AI: A Comprehensive Overview Exploring the Advanced Capabilities and Ethical Design of Anthropic’s Leading Language Model

Claude AI, a leading large language model (LLM) developed by Anthropic, represents a significant leap in artificial intelligence technology. Let’s explore Claude AI in detail, highlighting its development, capabilities, and…

How AI Scales with Data Size? This Paper from Stanford Introduces a New Class of Individualized Data Scaling Laws for Machine Learning

Machine learning models for vision and language, have shown significant improvements recently, thanks to bigger model sizes and a huge amount of high-quality training data. Research shows that more training…

Qdrant Unveils BM42: A Cutting-Edge Pure Vector-Based Hybrid Search Algorithm Optimizing RAG and AI Applications

Qdrant, a leading provider of vector search technology, has introduced BM42, a new algorithm designed to revolutionize hybrid search. For the past four decades, BM25 has been the standard algorithm…

A Concurrent Programming Framework for Quantitative Analysis of Efficiency Issues When Serving Multiple Long-Context Requests Under Limited GPU High-Bandwidth Memory (HBM) Regime

Large language models (LLMs) have gained significant capabilities, reaching GPT-4 level performance. However, deploying these models for applications requiring extensive context, such as repository-level coding and hour-long video understanding, poses…

Top 10 Use Cases of ChatGPT

ChatGPT and other generative AI-powered tools have become indispensable in today’s business landscape. They offer various advantages that help businesses stay ahead of the competition, increase productivity, and improve their…

Memory3: A Novel Architecture for LLMs that Introduces an Explicit Memory Mechanism to Improve Efficiency and Performance

Language modeling in artificial intelligence focuses on developing systems that can understand, interpret, and generate human language. This field encompasses various applications, such as machine translation, text summarization, and conversational…

Top AI/Machine Learning/Data Science Courses from Udacity

Udacity offers comprehensive courses on AI designed to equip learners with essential skills in artificial intelligence. These courses cover foundational topics such as machine learning algorithms, deep learning architectures, natural…

Sanctuary AI Announces Strategic Financing From BDC Capital and InBC

Investment aims to bolster Canada’s technology sector on the global stage Sanctuary AI, a company on a mission to create the world’s first human-like intelligence in general purpose robots, has announced a…