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Data Architecture Blog
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4,629

DevOps for Data Science – Part 7 - Continuous Delivery

Buck Woody on Apr 13 2021 05:52 AM
To fully embrace DevOps in Data Science, you can start by implementing Infrastructure as Code (IaC) , and the second thi...
2,743

DevOps for Data Science - Part 6 – Continuous Integration

Buck Woody on Mar 09 2021 08:11 AM
Continuous Integration is the process of merging changes from developer’s code quickly back into the release candidate c...
5,435

DevOps for Data Science - Part 5 - Infrastructure as Code

Buck Woody on Feb 09 2021 08:40 AM
Right away I may have put a few Data Scientists off. No, it isn’t that they can’t set up a server or components, it’s ju...
55K

CI CD in Azure Synapse Analytics Part 4 - The Release Pipeline

Bradley Ball (MICROSOFT) on Jan 31 2021 09:58 PM
Time to build the Release Pipeline, and make sure we know how to handle secure strings.
7,093

Oracle Storage Snapshots with Azure Backup

DBAKevlar on Jan 20 2021 08:20 AM
One of the biggest challenges to IO demands on an Oracle on Azure VM is when customers continue to utilize streaming bac...
4,367

Sizing Out Oracle Workloads for Azure Using an Oracle Statspack Report

DBAKevlar on Jan 12 2021 01:20 PM
A number of our customers and my peers have asked me how to use the Excel sizing template to estimate an Oracle workload...
3,555

DevOps for Data Science - Part 4 - DevOps Maturity Levels

Buck Woody on Jan 12 2021 09:00 AM
Many shops still struggle with DevOps, even where there are no Data Science aspects. What I have found that helps the mo...
5,091

Microsoft delivers best Analytics Data Pro Christmas gift since 1998

Darwin Schweitzer on Dec 24 2020 01:38 PM
In the world of Data Architecture and Analytics, the future looks very bright for Data Pros. If you did not catch the Az...
22.3K

CI CD in Azure Synapse Analytics Part 3

Bradley Ball (MICROSOFT) on Dec 18 2020 04:45 AM
In this edition of our series we will create an Artifact / Build pipeline, create a Release pipeline, deploy our Azure S...
14.4K

CI CD in Azure Synapse Analytics Part 2

Bradley Ball (MICROSOFT) on Dec 16 2020 05:09 AM
In this blog we will add on to the first part of our blog by creating a new branch in our Azure Synapse Analytics Studio...
23.9K

CI CD in Azure Synapse Analytics Part 1

Bradley Ball (MICROSOFT) on Dec 07 2020 01:18 PM
In this blog we create an Azure DevOps Project, Configure Git, and Create a Branch for future changes
3,405

DevOps for Data Science - Part 3 - DevOps Isn't Tools

Buck Woody on Nov 17 2020 07:14 AM
While knowing a set of technologies is important, it’s not the primary issue. I tend to focus on what I need to do first...
4,944

Azure IO Performance for the RDBMS DBA- Part II

DBAKevlar on Nov 10 2020 03:54 PM
For any RDBMS you are building on Azure IaaS, make sure you know the inside and outside of the infrastructure you're run...
3,851

DevOps for Data Science - Part 2 - Defining DevOps

Buck Woody on Oct 27 2020 06:17 AM
I’m wading into treacherous waters here in my series on DevOps for Data Science - I'll define DevOps for Data Science. W...
3,997

DevOps for Data Science - Part 1

Buck Woody on Sep 22 2020 09:06 AM
"DevOps" - the cool new term for things we have (and sometimes haven't) been doing in software development. Data Science...
5,148

Automating Big Data Clusters (BDC) deployment with Azure Kubernetes Service (AKS) private cluster

MelonyQ on Sep 03 2020 09:00 PM
One of the biggest challenges businesses face is how to integrate disparate data sources from many different sources, an...
1,731

Big Data is just Data

Buck Woody on Sep 01 2020 08:53 AM
A few years ago it was all the rage to talk about "Big Data". But the Definitions they used are wrong...
2,562

Data and Analytics Solutions require this to successfully solve business problems!

Darwin Schweitzer on Aug 21 2020 01:04 PM
How do you convince someone in an organization to be engaged in a Data Community and contribute to the many assets requi...
2,838

How to measure ranking system: Three setups of ground truth data labeling

Nikita_Astrakhantsev on Aug 12 2020 04:05 PM
In many applications, such as search engines or recommendation systems, one of the main systems is ranking, i.e. establi...
6,172

Backup Scenarios for Oracle on Azure IaaS

DBAKevlar on Jul 29 2020 11:42 AM
Oracle on Azure is a less known option for our beloved cloud and for our customers, we spend considerable time on this t...
4,109

Solutions enable Human Experiences that Affect Lives

Darwin Schweitzer on Jul 28 2020 09:20 PM
I am spending my weekends painting my house this summer. For me this is a repetitive 5 to 7-year cycle. Like residential...
2,149

The Importance of Comments in Data Projects

Buck Woody on Jul 21 2020 06:26 AM
Many of the issues in a Data Project come from "Hygiene" - the fundamental technical, software engineering, and scientif...
2,691

Announcing Machine Learning on Azure SQL Managed Instance Limited Preview!

MichelleWallig on Jul 14 2020 09:19 AM
Machine Learning is an becoming an integral part of database engineering. The past year, we have thus added extensions i...
11.2K

Polyglot Persistence with Azure Data Services

Rodrigo Souza on Jul 10 2020 10:05 AM
Learn how to leverage the multiple Azure Data Services to optimize your cloud native applications.
7,042

Using Microsoft R in your Solutions

Buck Woody on Jun 09 2020 07:09 AM
R is a powerful data language with thousands of "packages" allowing you to extend its uses for Data Science, Advanced An...
14.5K

Estimate Tool for Sizing Oracle Workloads to Azure IaaS VMs

DBAKevlar on May 29 2020 10:06 AM
Want to lift and shift and Oracle workload to Azure, but don't know where to start? This post tells you how to do it pro...
5,227

Azure SQL Database and Vulnerability Scans

George Walters on May 17 2020 08:40 AM
Azure SQL Database has some great optional features to help you secure your data, and the access to that data. We review...
2,099

Do You Know Azure Cosmos Db Built-In Notebooks?

Rodrigo Souza on Apr 30 2020 11:51 AM
Cosmic notebooks are available for all data models and APIs including Cassandra, MongoDB, SQL (Core), Gremlin, and Spark...
3,211

The (Amateur) Data Science Body of Knowledge

Buck Woody on Apr 14 2020 05:14 AM
Whether you're interested in becoming a Data Scientist, a Data Engineer, or just to work with the techniques they use, I...
2,821

Building out an Oracle Certified Architecture on Azure

DBAKevlar on Apr 10 2020 01:05 PM
Customer- "I need to get to the Azure cloud and I'm just not sure how to do that with all these databases that need to s...

Latest Comments

Kevin Crouch
in Constrained vCPU and Oracle Licensing in Azure on Apr 09 2024 01:41 PM
I think I'm a bit lost here. The comments, and possibly the post, seem to be focusing on Constrained CPUs being the problem, and a sense that if you are on a constrained 8-vCPU out of possible 16 vCPU, you only need to be licensing 8 vCPUs that are available to your instance. This part makes perfect...
0 Likes
Vini_Napoleao
in CI CD in Azure Synapse Analytics Part 3 on Mar 05 2024 07:19 PM
Enable Classic editor - To people who don't know. enable use the classic editor to create a pipeline without YAML | Azure DevOps Tutorial (youtube.com)
0 Likes
Adama_Diabate
in Oracle Storage Snapshots with Azure Backup on Nov 27 2023 03:57 PM
Hi Kellyn Thank you for sharing so much valuable information related to Oracle DB on Azure.While designing a Disaster Recovery solution for an Oracle VM on Azure, it seems we have two proposals from Azure:1/ One solution based upon "Azure Backup" snapshots in combination with archivelogs files hoste...
0 Likes
JohnLEdwards
in CI CD in Azure Synapse Analytics Part 2 on Sep 14 2023 09:11 AM
So if we have running code in this Dev workspace, that is, the contents of Synapse Live in this Dev workspace, the changes made to Main do not get migrated. How do we make the changes in Main migrate to the running code base on this workspace? Presumably click the publish button from Main? So the Pu...
0 Likes
JohnLEdwards
in CI CD in Azure Synapse Analytics Part 3 on Sep 11 2023 12:04 PM
I've changed my workspace_publish branch to main and I see no change -- no folder. I'm stuck about 10% of the way into this blog entry. The first two were top notch, this one has me stumped. Edit -- Got it. I needed to publish something. I needed to make a file and change it after creating the DevOp...
0 Likes