Electricity powers modern civilization, enabling technological advancements and industrial growth. Its journey from generation to end-users involves intricate systems of infrastructure and management. This whitepaper explores the critical stages of this journey — generation, transmission, and distribution — while examining the transformative potential of Distributed Energy Resources (DERs) and Distributed Energy Resource Management Systems (DERMS). […]
AI Acceleration with Pluton Bioscience If you’ve ever had to navigate a complex research process, you likely understand the challenges of sifting through vast amounts of information to find specific, valuable insights. Our partners at Pluton Biosciences have faced similar hurdles in their work. These research processes, while essential for gaining critical knowledge, can be […]
Foundational Computational Linguistics Concepts and how they relate to Language Models LLMs are all the rage, and to use them effectively as engineers and users of any kind we could benefit from thinking about them in the context of some core Natural Language Processing (NLP) concepts. At New Math Data, we’ve been building a lot […]
Clean Room Monitoring, VS Code Extension, and System Tables GA Introduction As organizations continue to scale their data and AI operations, effective monitoring, streamlined development, and transparent billing have become crucial for maintaining efficiency. This September, Databricks has introduced several powerful updates designed to address these needs. From the ability to track clean room usage […]
Streamlined UX, Powerful Tools, and AI Integration Introduction Having powerful and intuitive tools is crucial for success. Databricks has recently unveiled the next generation of its Notebooks, bringing a host of new features designed to enhance productivity and ease of use. This update includes a modernized user interface, advanced Python capabilities, and AI-powered authoring tools, […]
Generally and historically, data engineering, analytics, and science efforts focused on progressing from data to knowledge/wisdom. The emergence of LLMs allows for the decomposition of wisdom/knowledge back down to data. This can enable novel discovery, integrate with information systems, and drive automated processes. GenAI Categories Generation: Use bedrock models to create code, text, or images […]
From hiring decisions to loan approvals and even healthcare recommendations, machine learning (ML) impacts our lives daily. Fairness and explainability are crucial in this context. Fairness means data is balanced, and model predictions are fair across groups. Checking for fairness ensures that negative outcomes are fair across all groups, such as age or gender. Explainability […]