Discover the power of Latent Dirichlet Allocation (LDA) for efficient topic modeling in machine learning and data science. Learn how LDA can be applied beyond text data, such as in online shops and clickstream analysis, and how it can be integrated with other probabilistic models for personalized recommendations.
A groundbreaking framework is introduced to enhance AI agents' performance in interactive text games, addressing challenges such as reasoning about science concepts and learning from environmental feedback. The paper has been awarded Best Student Paper at the KCAP 2023 Conference, recognizing its innovative research.
Unknown threat actors are actively targeting two critical zero-day vulnerabilities in Ivanti's widely used virtual private network appliance, allowing them to bypass two-factor authentication and execute malicious code. The vulnerabilities, tracked as CVE-2023-846805 and CVE-2024-21887, make it easy for attackers to run commands on the system and carry out various malicious activities.
This article discusses a scalable MLOps platform that automates the workflow for ML model approval and promotion, using AWS services like Lambda, API Gateway, EventBridge, and SageMaker. The solution includes a human intervention step for model approval before moving to the next environment level.
OpenAI has launched the GPT Store, allowing ChatGPT users to share and discover custom chatbot roles called "GPTs." Users have already created over 3 million GPTs since their launch in November 2023.
Researchers have discovered vulnerabilities in Bosch Rexroth's network-connected wrenches, allowing hackers to sabotage factories. These cordless devices are used globally to assemble sensitive instruments, with the potential for overheating and fires if not tightened properly.
The article discusses an end-to-end data visualization project, with a focus on design. It highlights the authors of the book Data Sketches, who explain the process behind their visualizations. The article also mentions the use of The Himalayan Database to access mountaineering data for the project.
Amazon SageMaker now supports response streaming for real-time inference, allowing interactive experiences and faster response times in generative AI applications like chatbots and virtual assistants. This article explains how to address latency issues and implement the solution using SageMaker and Llama 2 models.
OpenAI has acknowledged the necessity of using copyrighted material in developing AI tools like ChatGPT, stating that it would be "impossible" without it. The practice of scraping content without permission has come under scrutiny as AI models like ChatGPT and DALL-E rely on large quantities of training data from the public Internet.
Discover a game-changing open-source semantic emoji search engine that allows for more precise searches based on the meaning of emojis, rather than just text. This innovative tool bridges the modality gap and provides a more intuitive way to find the emojis you're looking for.
Twitch, OBS, and NVIDIA are introducing Twitch Enhanced Broadcasting, a beta feature that allows streamers to simultaneously stream multiple encodes for optimal viewing experiences. With the use of GeForce RTX GPUs, streamers can broadcast up to three resolutions at 1080p, with plans to experiment with higher-input bit rates and resolutions in the future.
Article highlights: Disruptive testing of neural networks and ML architectures for increased robustness. Ablation testing identifies critical parts, reduces complexity, and improves fault tolerance. Three types of ablation tests: neuronal, functional, and input ablation.
The AI revolution returns to gamers and content creators with lifelike characters and new GPUs, as NVIDIA takes center stage at CES. NVIDIA introduces generative AI models for digital avatars and announces partnerships with major developers.
NVIDIA Studio debuts powerful software and hardware upgrades at CES, including new GeForce RTX 40 SUPER Series GPUs and NVIDIA Studio laptops from top brands. The launch also introduces Generative AI by iStock from Getty Images and RTX Video HDR for enhanced content creation and video quality.
Data scientists often overlook the importance of communication. Avoid using technical jargon and instead explain complex concepts in everyday language. Use real-world examples to make abstract ideas more understandable.