In the past several decades, artificial intelligence and robotics has played a vital role in the improvements in technology and led to a surge in public interest. As the figures from the International Federation of Robotics (IFR) show, sales of robots are increasing year-on-year, with a 15% increase in 2015 over the previous year. The IFR estimates that over 2.5 million industrial robots will be at work in 2019, representing an average annual growth rate of 12% between 2016 and 2019 (International Federation of Robotics 2016). Many companies are “experiencing a wave of robot-related optimism and investment” because of the…
For some time, Microsoft has been working on the internal project under the codename “Babylon” for restructuring the data catalog service on Azure. Now, it is officially revealed that the data product is “Azure Purview”.
“Azure Purview is a unified data governance platform which automates the discovery of data, cataloging of data, mapping of data, lineage tracking — with the intention of giving our customers a very good understanding of the breadth of the data estate that exists to begin with, and also to ensure that all these regulations that are there for compliance, like GDPR, CCPA, etc, are managed…
Co-authors: Gananda Hayardisi, Wipada Chanthaweethip
Last year, it was obvious from the Microsoft BI official announcement that Power BI Premium is a superset of Azure Analysis Services. You may check out my old post below.
The concept of data mart vs. data warehouse has been one of the biggest hurdles to my customers. The difference comes in three aspects:
In the early days of data repository, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a commonly known system used for reporting and data analysis, and is considered a core component of business intelligence. Extract, transform, load (ETL) and extract, load, transform (E-LT) are the two main approaches used to build a data warehouse system. DWs are central repositories of integrated data from one or more disparate sources. They store current and historical data in one single place. It may sound remarkably similar to the definition of a data lake. In particular, data…
Power BI Service has a concept of workspaces where you create collections of dashboards, reports, and paginated reports and collaborate with colleagues with whomever inside the…
Tools and Technologies
Machine learning projects usually follow the workflow where data experts split the data into training and testing. Both of which go through…
The new era of cloud computing begins…I discovered RStudio Cloud (currently in beta release at the time I am writing) suitable for professionals, hobbyists, trainers, teachers and students to do, share, teach and learn data science using R. For those who don’t know, RStudio is a full-fledged IDE for R Programming. Here’s an exact view you are going to be using as the Desktop version designed to solve some pain points such as:
Now, with the new cloud experience, I can simply log in and…
Power BI Premium is a capacity-based subscription license, meaning that increments of capacity in the form of virtual CPU cores and memory are purchased. Typically, this license is chosen for large-scale BI deployment project serving a large number of users (both…
Last Updated: May, 21, 2020
Tools and Technologies
Trusted advisor on the journey to digital transformation and cloud adoption, Solutions Architect (Data Platform & AI), Technical Writer on Medium.