IOT ANALYTICS Fig: IoT Analytics process flow on Data Lakehouse The Internet of Things (IOT) is a network of physical devices. These devices are characterized by a Unique Identifier (UDI) and a sensor. They are essentially self-reporting devices that send signals (data) to each other or a...
LARGE LANGUAGE MODELS Large Language Model (LLM) is a kind of Artificial Intelligence algorithm that is mainly used to understand human languages or text using self-supervised learning techniques and neural networks. Tasks like language generation, summary writing, conversational AI (chatbot) are based on these LLMs these...
DATA ENGINEERING PIPELINES A Machine Learning model is as good as the data it is fed. Often this data is sourced from disparate data sources with their own errors and idiosyncrasies. Bringing all data into a homogenous, machine learning algorithm friendly form often takes 80% of...
DATA MODEL DRIVEN DATA GOVERNANCE A Data Model is a visual representation of data in an organization or a part of it. ER diagrams, Object Oriented modelling, Data flow modeling and Physical Data Modeling are some common types of Data Models. Metadata is data about data. It...
DATA LAKEHOUSE ON AZURE CLOUD Can we get some details regarding cost and performance. The kind of stuff that Microsoft don’t talk about and we can, something that makes people come to this page and read this article. Some thing that provides an unbiased unfiltered opinion...
LAKEHOUSE ARCHITECTURE DESIGN - DECISION MAKING AT EVERY LAYER Service Oriented Architecture (SOA) ushered in software architecture becoming a set of loosely coupled, self-contained, interoperable, reusable “services”. Architects no longer need to stick to the stack provided by a single vendor and add custom code...
Award winning AI based meal delivery application that also allows volunteers & drivers to capture visible change in health status of seniors....
Automated contact tracing, testing & vaccination to allow schools to reopen. Automated infection risk calculation....
EVOLUTION OF DATA MANAGEMENT From Flat files to Delta Lake Computer data processing emerged in the 1960s and has evolved significantly, transitioning from flat file processing to modern cloud-based architectures. Initially, organizations aimed for centralized data storage, using RDBMS to handle both daily transactions and...
Group or individual Insurance provider Our Solution Aviva is a market leader in general insurance and life and pensions in the UK and headquartered at London. It has major businesses in Asia, continental Europe and North America. Aviva provides Group / Individual Car, Home, Travel, Life, Health,...