In this post, I’ll show you how to bring custom docker image in Azure Machine Learning (AML) model deployment.
Azure Arc-enabled Machine Learning – Run AML anywhere
In this post, I’ll briefly show you what you can do and how you can use in Azure Arc-enabled Machine Learning.
Run Distributed Dask on Azure Kubernetes Service
In this post, I’ll show you the tutorial for running Dask distributed machine learning workloads on Azure Kubernetes Service. With Dask cluster, you can run scikit-learn compliant functions in distributed manners, and accelerate large ML workloads with managed kubernetes.
Run Apache Spark on AKS with Azure Storage integration
In this post, I’ll show you step-by-step tutorial for running Apache Spark on AKS. In this tutorial, artifacts, such as, source code, data, and container images are all protected by Azure credentials (keys).
Azure Synapse Analytics : How Statistics and Cache Works (Dedicated SQL Pools)
For the last part of my blog series “Synapse Analytics : Designing for Performance”, I’ll show you how you can use and accelerate statistics and caching in Synapse Analytics SQL pool.
Azure Synapse Analytics : Choose Right Index and Partition (Dedicated SQL Pools)
In this post, I’ll show you how to design index and partitions within a table to optimize performance in Synapse Analytics dedicated SQL pools.
Azure Synapse Analytics : Optimize for Distributions (Dedicated SQL Pools)
In this series, I’ll show you how to improve performance using real code and examples in Azure Synapse Analytics (Dedicated SQL Pools). In this post, we see distribution strategies.
Verifiable Credentials : Decentralized Credential Flows
Microsoft has launched ION hosting (beta) on Bitcoin mainnet, and new verifiable credentials service (private preview) on Azure Active Directory (Azure AD). In this post, I will summarize what is verifiable credentials and how it works.
This style of identity and credentials are very much like our physical world. I hope this future credential backed by decentralized technology will mitigate the impedance mismatch between the real world and the digital world.
A Walkthrough For Azure AD B2C Custom Policy (Identity Experience Framework)
For the folks who try to edit custom policies by oneself, here we walkthrough the policy structure in Azure AD B2C custom policy. By learning this walkthrough, I hope you’ll have a intuitive sense of “where is” or “what is” for each settings in B2C custom policy.
I note that this post assumes that you have basic knowledge for Azure AD B2C (such as, user flows with standard UI, simple UX customization for branding, and so on) and identity technologies, such as, OpenID or OAuth.
Manage Azure IoT Edge resources with native Kubernetes API
This walkthrough introduces you how to setup IoT Edge CRD (Custom Resource Definitions) and manage Azure IoT resources in Kubernetes.
tsmatz