Article highlights: 'Matrix Inverse from Scratch Using SVD Decomposition with C# in Microsoft Visual Studio Magazine. Importance in machine learning, SVD algorithm implementation in C# for matrix inverse.'
GeForce NOW celebrates 4th anniversary with new games like Tales of Arise and Nightingale. Access over 1,800 titles, including Cyberpunk 2077 and Assassin's Creed Valhalla, in the cloud for seamless gaming experience.
Article highlights: OpenUSD & NVIDIA Omniverse transforming 3D workflows for designers. Rhino 3D software now supports OpenUSD export, enhancing CAD capabilities. Artists like Langgner & Schwartz leverage OpenUSD for seamless design processes & research advancements.
NVIDIA's GTC 2024 in San Jose promises a crucible of innovation with 900+ sessions and 300 exhibits, featuring industry giants like Amazon, Ford, Pixar, and more. Don't miss the Transforming AI Panel with the original architects of the transformer neural network, plus networking events and cutting-edge exhibits to stay ahead in AI.
Google pauses Gemini AI image-synthesis feature due to inaccurate depictions of diversity, sparking controversy and conspiracy theories. Critics accuse Google of rewriting history and discriminating against white people.
ChatGPT users report bizarre outputs, likening AI assistant to "having a stroke" and "going insane." OpenAI addresses issue, highlighting human tendency to anthropomorphize malfunctioning large language models.
Google introduces Gemma, new open-source AI language models, with 2B and 7B parameters. Gemma models can run locally and are inspired by powerful Gemini models.
Actionable steps to grow an organization's analytical maturity: Shut up and listen. User interviews, surveys, team meetings, and job shadowing provide valuable insights for improvement.
An autoencoder predicts input data, flagging anomalies. Implemented in C#, it detected a liberal male from Nebraska with $53,000 income as most anomalous. Model trained with 9-6-9 architecture, revealing insights on neural network systems.
MIT researchers develop antitampering ID tag using terahertz waves, offering tiny, cheap, and secure authentication for products. Metal particles in glue create unique fingerprint pattern, machine-learning model detects tampering with 99% accuracy.
Article highlights: Anomaly detection categories include tabular, image, and time series data. K-means clustering and neural autoencoder techniques are commonly used for tabular data. One-over-n-hot encoding offers a unique solution for categorical data in k-means clustering, improving accuracy.
Learn how to solve binary classification problems using Bayesian methods in Python, focusing on building a Bayesian logistic regression model using Pyro. Utilizing the heart failure prediction dataset from Kaggle, the article covers EDA, feature engineering, model building, and evaluation, highlighting the presence of outliers in the data and the use of standardization scaling for continuous nu...
Matrix decomposition breaks down matrices into components - QR, SVD, and LQ. LQ is a special type of QR decomposition used for solving linear equations, demonstrated in a Python program.
Generative AI solutions are revolutionizing industries by automating tasks and enhancing customer experiences. Amazon Bedrock offers customizable foundation models from top AI companies, enabling businesses to personalize generative AI applications for complex tasks and improve customer interactions.
Google upstages itself with Gemini Ultra 1.0 and now Gemini Pro 1.5, claiming better quality with less compute. Gemini 1.5 boasts longest context window of any large-scale foundation model, challenging OpenAI's GPT-4 Turbo.