AI solutions often look promising in a research lab but fail to deliver real-life scenarios.  One of the critical issues with deep neural networks-based AIs is the need for vast…

In the world of ever-growing data, selecting the optimal technology stack to leverage the data is increasingly complicated. There are many options for hosting databases, ranging from on-premises to cloud,…

Microsoft recently announced several new updates to its Azure Stack Hub and the Azure Stack Edge product lines. Azure Stack Hub is now equipped with GPUs, enabling the Stack Hub…

Azure Synapse Analytics, now in public preview, makes data insights more accessible to data professionals. Azure Synapse is the next generation of Azure SQL Data Warehouse. And it’s more than a name change.…

Machine Learning Operations (MLOps) is the set of policies, practices, and governance that are put into place for managing machine learning and artificial intelligence solutions throughout their lifecycle. It focuses…

In October 2019, Neal Analytics was asked to participate in a special project in partnership with Microsoft and Intel. We were to build the retail store of the future made…