Data modeling creates a conceptual representation of data relationships. Kimball's dimensional modeling offers high-performance access and scalability for changing business needs.
Investors question ROI on $1tn AI spending as Meta releases powerful Llama 3.1 405B system for free. Zuckerberg's $10.5bn chip investment highlights the high costs of AI development.
Paris is on high alert for the Olympics, with 40,000 barriers and AI surveillance to counter security threats. French officials have flagged hundreds of potential extremists, sparking concerns over privacy and civil liberties.
Companies facing backlash after introducing AI-generated entities for product recommendations, leading to apologies and cancellations. Anti-AI sentiment on the rise as consumers reject fake AI-generated content in various industries.
Ars Technica partners with IBM for in-person events on IT resiliency and the future at Space Center Houston. This year, two gatherings on the coasts will feature panel discussions and happy hours for networking.
Dive into The Elder Scrolls V: Skyrim Special Edition on GeForce NOW. Unleash the Dragonborn in a cloud-based epic adventure.
Effective fraud detection strategies using AI are crucial in preventing financial losses and maintaining customer trust in the banking sector. Techniques include analyzing data to detect anomalies, flag suspicious transactions, and predict future fraudulent activities.
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.
ML Model Registry organizes ML teams' work, facilitating model sharing, versioning, and deployment for faster collaboration and efficient model management. Weights & Biases Model Registry streamlines ML activities with automated testing, deployment, and monitoring, enhancing productivity and performance.
Learn how to build an interactive chatbot using streaming with open source tools like Burr and FastAPI for a seamless user experience. Streaming text word by word can make AI applications more engaging and responsive, enhancing user interaction and experience.
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.
Regulatory compliance in finance is crucial for protecting individuals, institutions, and the economy. Utilizing tools like Weights & Biases can help manage AI deployments and ensure compliance with regulatory standards, promoting fairness and transparency in the financial sector.
Implementing hardware resiliency in training infrastructure is key to uninterrupted model training. AWS introduces Neuron node problem detector for fault-tolerant ML training on Amazon EKS, automating issue detection and recovery.
Evals are critical in understanding AI model performance. Product managers should lead eval design to align model goals with user experience.
Predicting the future is challenging, but time series analysis can help make accurate forecasts. Learn the key concepts and methods using Python with statsmodels.