Implementing logistic regression using JavaScript to predict sex based on age, state, income, and political leaning. Training with batch gradient descent yields a model with 75% accuracy on test data.
Pre-training large language models (LLMs) with torchtitan library accelerates Meta Llama 3-like models, showcasing FSDP2 and FP8 support. Amazon SageMaker Model Training reduces time and cost, offering high-performing ML compute infrastructure.
Generative AI digital assistant on AWS streamlines banking customer onboarding, automating paperwork, identity verification, and providing instant customer engagement. Challenges like manual processes, security risks, and limited accessibility addressed through innovative solution, enhancing customer experience and efficiency.
Transitioning from software engineer to machine learning engineer at FAANG companies involves 7 key steps, including finding motivation, exploring ML basics, networking, and finding your niche within the ML landscape. Understanding your interests and leveraging your current skills strategically are essential for a successful transition.
Researchers from MIT, CMU, and Lehigh collaborate on DARPA-funded METALS program to optimize multi-material structures for aerospace applications, including rocket engines. Project merges classical mechanics with AI design tech for compositionally graded alloys, enabling leap-ahead performance in structural components.
Geoffrey Hinton and John Hopfield awarded 2024 Nobel prize for pioneering artificial neural networks inspired by the brain. Their work revolutionized AI capabilities with memory storage and learning functions mimicking human cognition.
Prompt caching is a game-changer for reducing computational overhead and latency in attention-based models like GPT. Google, Anthropic, and OpenAI are leading the way with innovative caching techniques for long prompts, improving efficiency and reducing costs significantly.
NVIDIA's accelerated computing is driving energy-efficient AI innovations, reducing energy consumption significantly while powering over 4,000 applications. Agentic AI is transforming industries by automating complex tasks and accelerating innovation, with NVIDIA collaborating on groundbreaking projects like real-time AI searches for fast radio bursts.
Learn how to run Rust code in the browser using WebAssembly, providing dynamic web pages with privacy benefits. Follow nine rules for porting code to WASM in the browser, ensuring successful implementation and integration.
AI chatbots can steer people away from conspiracy beliefs, according to Thomas Costello's study. The power of artificial intelligence to promote truth is explored in this intriguing research.
Solving LinkedIn Queens game using backtracking & linear equations for quick solutions in less than 0.1 seconds. Linear equations provide a faster alternative to backtracking for solving the game's constraints.
Nearest Neighbor Regressor simplifies predicting continuous values using KD Trees and Ball Trees efficiently. A visual guide with code examples for beginners, focusing on construction and computation.
FormulaFeatures is a tool for creating interpretable models by automatically engineering concise, highly predictive features. It aims to improve the accuracy and interpretability of models like decision trees, enhancing visibility into predictions.
New AI agents excel in problem solving by reasoning and tool-driven decision making, showcasing impressive abilities beyond conversational tasks. Expressions of reasoning through evaluation and planning, as well as tool use, are key components in creating powerful AI solutions, with some models surpassing human accuracy on various benchmarks.
Dozens of neo-Nazis are shifting from Telegram to SimpleX Chat, backed by Twitter founder Jack Dorsey. Extremist groups fear Telegram's privacy policies, seeking anonymity on the secretive app.