Predicting the future is challenging, but time series analysis can help make accurate forecasts. Learn the key concepts and methods using Python with statsmodels.
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.
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.
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.
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.
Google research: 31% of jobs insulated, 61% transformed by AI. Two-thirds of British jobs could be 'enhanced' with AI, only a small portion at risk.
Dive into The Elder Scrolls V: Skyrim Special Edition on GeForce NOW. Unleash the Dragonborn in a cloud-based epic adventure.
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.
New AI systems AlphaProof and AlphaGeometry 2 almost win gold in global maths contest, tackling challenging questions. Google DeepMind's breakthrough brings AI closer to beating top human mathematicians.
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.
AI and accelerated computing by NVIDIA are enhancing energy efficiency across industries, recognized by Lisbon Council Research. Transitioning to GPU-accelerated systems can save over 40 terawatt-hours of energy annually, with real-world examples like Murex and Wistron showcasing significant gains in energy consumption and productivity.
Large Language Models (LLMs) are too big for consumer hardware, requiring GPUs with large VRAM. Quantization is a key technique to make LLMs smaller, improving efficiency and reducing memory usage.
Real-time water quality monitors with AI help assess immediate risk of illness from bacteria in southern England's swimming spots. Wessex Water's sensors accurately predict high bacteria levels 87% of the time at pilot study site Warleigh Weir.
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.
Meta introduces Llama 3.1 405B AI model, claiming it competes with OpenAI and Anthropic in various tasks. The new open-source system is set to challenge established competitors in the AI field.