Predicting the future is challenging, but time series analysis can help make accurate forecasts. Learn the key concepts and methods using Python with statsmodels.
Summary: Learn about dimensionality reduction using a neural autoencoder in C# from the Microsoft Visual Studio Magazine. The reduced data can be used for visualization, machine learning, and data cleaning, with a comparison to the aesthetics of building scale airplane models.
Businesses are investing in data science teams to leverage ML systems for better outcomes. MLOps applies DevOps principles to continuously operate large-scale ML systems for improved collaboration and automation.
Video game performers to strike over AI protections after failed negotiations with major studios, including Activision and Warner Bros. Second work stoppage for Sag-Aftra members in nearly two years.
Team NVIDIA emerged victorious at the Amazon KDD Cup 2024, showcasing their expertise in generative AI across multiple challenging categories, including text generation and name entity recognition. Their innovative approach, using the Qwen2-72B LLM and QLoRA technique, outperformed competitors by fine-tuning models on eight NVIDIA A100 Tensor Core GPUs, demonstrating their ability to handle rea...
AI advancements are both thrilling and alarming. Screenwriter tests AI for screenplay, AI suggests improvements. Novel outdated in AI era.
LightGBM used for anomaly detection in Autoencoder class. Models predict values based on other columns to identify anomalies.
Machine-learning models can improve fairness by introducing randomization, preventing systemic injustices in resource allocation. Researchers from MIT and Northeastern University present a framework for introducing randomization without sacrificing efficiency or accuracy.
Russia-based hackers targeted a heating utility in Lviv, Ukraine, switching off heat to hundreds of buildings in the midst of winter. Industrial cybersecurity firm Dragos discovered the malware used to directly sabotage the heating infrastructure, leaving civilians in sub-zero temperatures for 48 hours.
Generative AI poses a threat to public discourse and political accountability, as demonstrated by the recent AI-generated video of Steven Miles on TikTok. The uncanny features and unsettling details of the video highlight the ongoing concerns about the use of deepfakes in politics.
Protecting personally identifiable information (PII) is crucial for consumer trust. Amazon Lex and CloudWatch offer solutions to detect and mask sensitive data, reducing the risk of exposure in logs and transcripts.
NVIDIA AI Foundry helps businesses create custom AI models tailored to their industry needs, with support from leading companies like Amdocs and Capital One. The service includes foundation models, accelerated computing, expert support, and a partner ecosystem to drive AI innovation.
Amazon Q is a generative AI-powered assistant that can answer questions, provide summaries, and complete tasks using data from various repositories. It offers prebuilt connectors to data sources like Atlassian Jira, Amazon S3, and Salesforce for easy integration and minimal configuration.
MIT engineers have identified new materials for fast proton conduction, essential for clean energy technologies like fuel cells. Current high-temperature inorganic materials may be replaced by lower-temperature alternatives for more efficient and durable applications.
Adobe Creative Cloud applications, powered by NVIDIA RTX GPUs, enhance creativity and productivity with Generative AI tools like Firefly. Adobe Photoshop and Illustrator feature new Generative Fill and Shape Fill tools, revolutionizing design workflows.