DevOps for Data Science – Part 4 – DevOps Maturity Levels

DevOps for Data Science – Part 4 – DevOps Maturity Levels

This article is contributed. See the original author and article here.


In this series on DevOps for Data Science, I explained what DevOps is, and given you lots of resources to go learn more about it. Now we can get to the details of implementing DevOps in your Data Science Projects .


 


Consider that the standard Software Development Lifecycle (SDLC) with Data Science algorithms or API’s added in looks something like this:



 


In traditional DevOps, each phase of the SDLC is aware of the “downstream” phases – that’s the People (discussions and meetings), Process (procedures and frameworks), and Products (Tools and software) part of DevOps. Also note that Monitoring is not just monitoring the performance of the end-released applications, it’s also now monitoring the SDLC itself. All of this awareness is the “Shift-Left” mentality, essential to DevOps for Data Science.


 


But let’s dig into that a bit. The “Configure” phase is easy enough to think about for the Data Science team. They want to be involved in the design of the solution anyway, so that they ensure the right questions are being asked, the right data is available (or can be obtained), and all the rest of the project parameters. And of course the Data Science team is part of the “Code” phase, so that’s just built-in.


 


But “build”? What does that even mean to the Data Scientist? Testing? How does one build a unit test, functional test, security test, and other tests, into a Data Science algorithm? And how do  you use Continuous Integration (CI) and Continuous Delivery (CD) into a Data Science deployment? Packaging, Deployment – these are all things that a Data Scientist doesn’t normally have to consider in their day-to-day work.


 


Not to worry – we’ll get to all these phases. In fact, many shops still struggle with DevOps, even where there are no Data Science aspects. What I have found that helps the most is not to try and do everything at once. Develop a “Maturity Model” that you can aspire to, and take it one step at a time. Let that settle into your regular SDLC, and then move on.


 


For Data Science, I find this progression works best – taking these one step at a time, and building on the previous step – the entire series is listed here that I’ll develop in this series – updated links to follow as I write them:



  1. Infrastructure as Code (IaC)

  2. Continuous Integration (CI) and Automated Testing

  3. Continuous Delivery (CD)

  4. Release Management (RM)

  5. Application Performance Monitoring

  6. Load Testing and Auto-Scale


In the articles in this series that follows, I’ll help you implement each of these in turn.



 


(If you’d like to implement DevOps, Microsoft has a site to assist. You can even get a free offering for Open-Source and other projects: https://azure.microsoft.com/en-us/pricing/details/devops/azure-devops-services/ )

Gain more flexibility with 250 GB file size support in Microsoft 365

Gain more flexibility with 250 GB file size support in Microsoft 365

This article is contributed. See the original author and article here.

Happy new year and welcome to 2021. We are thrilled to begin this year with some exciting news.


 


As remote work and learning increases so does the need to reliably and securely share large files-4K or 8K video files, 3D models, CAD files, or large scientific data sets-with co-workers, clients and peers.  At Microsoft we’re perpetually working to enable and support workers all over the world.  We are always striving to innovate and empower our users to be more productive. At the same time, we are extremely grateful to our customers and partners for all the helpful and insightful feedback – particularly in industries such as heavy manufacturing, transportation, healthcare, and media for our latest enhancement.


 


We’re listening! And we are pleased to announce that we’re making it easier than ever for you to store, sync, and share large files in Microsoft 365. Our latest improvement will help increase the upload file size limit for Microsoft 365 from 100 GB to 250 GB—which includes uploads of files into SharePoint, Teams, and OneDrive. So now, you will be able to easily share large files like a 3D model of a new building, a client commercial shot in 8K video, a large dataset for a vaccine trial or research projects or large videos for educational projects. And this change doesn’t just apply to businesses and schools. If you use OneDrive, for personal use, you can easily upload or your family video album to share with your relatives or upload that zip file containing a large PC game with your friends.


 


Win18b_Consumer_Creativity_VideoRemix_Dell_XPS_27_0104.jpg



We’ve achieved the 250 GB limit by optimizing storage for upload performance—each file is split into chunks and each piece is encrypted with a unique key. All your files are backed up in Azure Storage, ensuring high availability and performance. You can easily upload and download your large files when you need them, where you need them.


 


And you need not worry about syncing these large files – with differential sync, only the changes that you and your collaborators make are synced—shortening the amount of time it takes you to sync, helping improve performance and reducing network utilization. Finally, as always, your files are always with you on any device, wherever you go, whether you’re editing files in OneDrive, sharing projects for review in SharePoint, or collaborating in Teams.


 


Support for 250 GB file size upload will be rolling out by the end of January and we are looking forward to general availability by end of this quarter. 


 


Learn more about OneDrive , SharePoint and Teams and how you can help users in your organization store, sync, share and collaborate on files in Microsoft 365.


 


Thanks,


Ankita

How Sunrise Technologies used Microsoft Dynamics 365 to stay productive in 2020

How Sunrise Technologies used Microsoft Dynamics 365 to stay productive in 2020

This article is contributed. See the original author and article here.

“It was March 13 at noon. I think that’s when we announced in the company that we were hard stopping,” said John Pence, president and founder of Sunrise Technologies. “I don’t think any of the executive team will ever forget that lunch.”

Like John, I’m sure you remember where you were in March of 2020, when the COVID-19 pandemic started to rapidly spread around the world, causing the most tumultuous year many of us have seen in our lifetimes.

As we begin a new year, we want to take a little time for reflection, to look back at the year we just went through as well as look ahead to 2021. To do so, we checked in with a few Microsoft partners who you’ll be hearing from over the course of the next several weeks. We wanted to find out how they and their customers had adapted to the sudden disruption of the pandemic, what customer and industry trends they were seeing, what lessons they had learned from facing the challenges of 2020, and what predictions they had for 2021.

Today, we focus on Sunrise Technologies and hear from John Pence, the company’s president and founder. Pence founded Sunrise Technologies in 1994, and the company became a Microsoft partner in 2003. According to Pence, Sunrise does a lot of large application system integrator work and enterprise resource planning (ERP) implementations using the Microsoft Dynamics 365 applications.

Adapting to serve customers

Sunrise Technologies is an international company with offices in China and Europe. That meant Pence got an early view into how COVID-19 was impacting operations around the world. In February of 2020, as the pandemic began to spread, Sunrise Technologies was forced to close its China offices. “Our offices in China shut down right after Chinese New Year, right at the beginning of February. We watched it all happen, and honestly, it just didn’t sink in that this was about to happen to us,” Pence said.

Two weeks later, everything changed. “It was like a tornado hit. It felt to us that on March 1, 2020 a switch flipped, and all of a sudden, we had a crazy week and it was like, oh my gosh, maybe we should start cutting back on travel, and then we had a second week like that, and it was clear we had to shut down. We’re a consulting company, so we pulled everyone off the road and closed all our offices.”

Sunrise Technologies’ customer base was significantly impacted by the sudden closures, with many of their retail customers experiencing 70 80 percent sales drops from late March through June. Throughout those early days of the pandemic, Pence noted that the Sunrise Technologies team worked hard to support their customers.

“It was a really traumatic time, but I think we handled the client interaction really well,” Pence said. “We were very flexible with the work with the clients. We extended terms, we lowered rates, we introduced free software to help with supply chain replanning activities, and we just gave it to all our clients. We did a lot of stuff trying to help them survive.”

Cloud services help organizations weather the storm

Despite the chaos and disruption caused by the pandemic, Pence said the fact that Sunrise Technologies is a cloud-based operation helped them continue to serve their customers without interruption.

“We had no idea this was going to happen. Everything suddenly shut, and yet we could just keep right on rolling. We were like a proof point all by ourselves. We are a 100 percent cloud operation internally. We use all Dynamics 365 products. We run all of our ERP operations on Dynamics 365. We use CRM for all of our sales and marketing as well as billing and time tracking. It proved out the value of the cloud in the sense of remote work.”John Pence, president and founder, Sunrise Technologies

According to Pence, many of his customers significantly benefitted from being cloud-based organizations. “Being on a cloud architecture for their basic business transaction platforms absolutely enabled our customers to survive the pandemic,” Pence said. “Some of the capabilities of Dynamic 365, like distributor management, the ability to spin up virtual stores, the ability to virtually alter their supply chains, absolutely helped.”

A surprisingly productive year

Even though they were all working remotely, Pence’s team was still able to be remarkably productive this year. “One of the things that we’ve found most mind-boggling is that we have had 21 go-lives as a company since we shut down on March 13,” Pence said. “The vast majority of those are full platform ERP implementations, and some of the biggest ones we’ve actually ever done have been done since we couldn’t travel.”

Within Sunrise Technologies, Pence said his team had learned there is much more they can do without traveling than they had previously believed was possible. “It was way more than any of us ever expected, especially for areas like sales and marketing,” Pence said. “In terms of collaborative work, we all learned that we could take some of the tools we have, like Microsoft Teams, and push them farther than we were using them before. From a productivity point of view, many things will never go all the way back to the way we used to do things.

Looking ahead to 2021, from a big picture perspective, Pence thinks businesses were reminded of the importance of supply chains, as well as the importance of visibility, flexibility, and the ability to address rapid change. “That will cause a lot of demand for what we do and what Microsoft does,” Pence said. “As people dust themselves off from this, they’re going to say, ‘we’ve got to get this stuff fixed, because if something like this happens again, we can’t be in the same place we were in this time.'”

Learn more

The post How Sunrise Technologies used Microsoft Dynamics 365 to stay productive in 2020 appeared first on Microsoft Dynamics 365 Blog.

Brought to you by Dr. Ware, Microsoft Office 365 Silver Partner, Charleston SC.

Intune Support Tip: Using ADMX for the Office Channel

This article is contributed. See the original author and article here.

By Mike Danoski – Sr. Program Manager | Microsoft Endpoint Manager – Intune


 


We have received a few support cases recently on the availability of the Administrative Templates (ADMX) settings for Office Channel with the new channel values such as the Monthly Enterprise Channel. This post will walk you through some background information and then provide three different approaches you can take to manage the updated Office Channels using Intune. We are working through changing the channel names and adding support for the additional Monthly Enterprise Channel value in our Administrative Templates policy, but in the meantime, I wanted to provide some alternatives if channel config via Administrative Templates in Intune is blocking your deployment.


 


Background: Changes to update channels for Microsoft 365 Apps – Deploy Office | Microsoft Docs


 


Since I will be covering making changes to the Office Update Channel, I am providing some articles that should be reviewed before making changes in production.


 



 


If you would like to move to any channel other than the Monthly Enterprise Channel (MEC) via Intune Administrative Templates (ADMX):


 


Use this mapping to navigate the visual channel changes in our current ADMX policy.


 






























New name



Previous name



Beta Channel



Insider
(sometimes referred to as Insider Fast)



Current Channel (Preview)



Monthly Channel (Targeted)
(sometimes referred to as Insider Slow)



Current Channel



Monthly Channel



Semi-Annual Enterprise Channel (Preview)



Semi-Annual Channel (Targeted)



Semi-Annual Enterprise Channel



Semi-Annual Channel



 


Below are three different options to update the channels depending on your configuration. We also always recommend you test any changes with a test group before making the change in production so you can see the change in end-user experience.


 


Option 1: If you would like to move to Monthly Enterprise Channel AND use ODT (Office Deployment Tool) via Intune.


 


Overview: Add Microsoft 365 apps to Windows 10 devices using Microsoft Intune | Microsoft Docs


 


Use this procedure if you have deployed Office Click-To-Run manually using ODT or from Intune.


 


NOTE: If there are conflicting settings, ADMX via MDM will win over settings via ODT. If you already have the channel setting set via ADMX, the new policy in ODT will not take effect until you remove the ADMX configuration.


 


Procedure:




  1. Set the channel setting in your Microsoft 365 Apps section to the MEC channel.




    1. This can be done through the configuration designer or XML.






  2. Change the setting in the ADMX policy to “Not Configured”.




    1. Setting this value to “Not Configured” will remove the command on the next MDM sync session.






  3. Once both settings are changed, the next time Click-to-Run runs, it will rationalize the change and move to the channel specified by ODT once the ADMX policy is removed.




 


Option 2: If you would like to move to Monthly Enterprise Channel AND you prefer to use policy and not ODT.


 


Setting the Office update channel via Custom policy (OMA-URI)


Create and deploy two settings in one profile.


 


To avoid conflict, set any existing Administrative Templates Office Channel settings targeted to the same group to “Not Configured”. Once this new customer policy setting is in place, please do not use the setting in Administrative Templates until it is updated, at which time you can set it back to the MEC channel and remove the custom OMA-URI policy.


 


Additional Info on deploying ADMX via Custom policy: Deploy Custom GPO via Microsoft Intune – Microsoft Tech Community.


 


Installing the ADMX



  • ADMX Install URI: ./Vendor/MSFT/Policy/ConfigOperations/ADMXInstall/Office/Policy/L_UpdateBranch

  • Value Type: String

  • Setting value:


 


 


 

<?xml version="1.0" encoding="utf-16"?>
<policyDefinitions revision="1.0" schemaVersion="1.0">
    <policyNamespaces>
        <target prefix="office16" namespace="office16v02.Office.Microsoft.Policies.Windows" />
        <using prefix="windows" namespace="Microsoft.Policies.Windows" />
    </policyNamespaces>
    <supersededAdm fileName="office16" />
    <resources minRequiredRevision="1.0" />
    <categories>
        <category name="L_MicrosoftOfficemachine" displayName="$(string.L_MicrosoftOfficemachine)" />
        <category name="L_Updates" displayName="$(string.L_Updates)">
            <parentCategory ref="L_MicrosoftOfficemachine" />
        </category>
    </categories>
    <policies>
        <policy name="L_UpdateBranch" class="Machine" displayName="$(string.L_UpdateBranch)" explainText="$(string.L_UpdateBranchExplain)" presentation="$(presentation.L_UpdateBranch)" key="softwarepoliciesmicrosoftoffice16.0commonofficeupdate">
            <parentCategory ref="L_Updates" />
            <supportedOn ref="windows:SUPPORTED_Windows7" />
            <elements>
                <enum id="L_UpdateBranchID" valueName="updatebranch" required="false">
                    <item displayName="$(string.L_UpdateBranch_Current)">
                        <value>
                            <string>Current</string>
                        </value>
                    </item>
                    <item displayName="$(string.L_UpdateBranch_CurrentPreview)">
                        <value>
                            <string>FirstReleaseCurrent</string>
                        </value>
                    </item>
                    <item displayName="$(string.L_UpdateBranch_MonthlyEnterprise)">
                        <value>
                            <string>MonthlyEnterprise</string>
                        </value>
                    </item>
                    <item displayName="$(string.L_UpdateBranch_SemiAnnual)">
                        <value>
                            <string>Deferred</string>
                        </value>
                    </item>
                    <item displayName="$(string.L_UpdateBranch_SemiAnnualPreview)">
                        <value>
                            <string>FirstReleaseDeferred</string>
                        </value>
                    </item>
                    <item displayName="$(string.L_UpdateBranch_Beta)">
                        <value>
                            <string>InsiderFast</string>
                        </value>
                    </item>
                </enum>
            </elements>
        </policy>
    </policies>
</policyDefinitions>

 


 


 


 


Second setting: Configuring the new ADMX setting


 


Note: this may report as Error until the 1st setting successfully writes to the device. If this is an issue, you can split these into separate policies and deploy this configuration after the ADMXInstall reports as a success.


 



  • Configuration URI (for pushing the configured setting value down: ./Device/Vendor/MSFT/Policy/Config/Office~Policy~L_MicrosoftOfficemachine~L_Updates/L_UpdateBranch

  • Value Type: String

  • Setting value: 

    <enabled/><data id="L_UpdateBranchID" value="MonthlyEnterprise"/>​



 


Let us know if you have any additional questions on this by replying back to this post or tagging @MikeDanoski or @IntuneSuppTeam out on Twitter.

New Microsoft Dynamics 365 learning paths: December 2020 roundup

This article is contributed. See the original author and article here.

We’re continually adding to our training and certification portfolio to help you build and validate your skills, demonstrate those skills to employers or colleagues, and help you advance your career. Explore the new role-based learning paths and modules released on Microsoft Learn in December 2020. Look at the latest free, online training that you can work through at your own pace. And check out our new learning paths and modules on fraud protection, expense management, and application development best practices. If you aren’t sure which training to take, explore the Microsoft Learn Dynamics 365 landing page, where you’ll find useful collections, learning paths to get you started, and popular modules.


 


The following learning paths and modules were released in December 2020. 


 


Project Operations


 































Learning path/module



Role



Certification



Work with Expense management in Dynamics 365 Project Operations


Four modules



Business user, functional consultant, administrator



MB-310



Set up and configure Expense management in Dynamics 365 Project Operations 


One module



Business user, functional consultant, administrator



MB-310



Create and process expense reports in Dynamics 365 Project Operations


One module



Business user, functional consultant



MB-310



Work with travel requisitions in Dynamics 365 Project Operations 


One module



Business user, functional consultant



MB-310



 


Business Central


  



















































Learning path/module



Role



Certification



Use application development best practices in Microsoft Dynamics 365 Business Central


Seven modules



Developer



N/A



Consider application monetization responsibilities in Business Central 


One module



Developer



N/A



Understand the process of bringing an app to AppSource in Business Central


One module



Developer



N/A



Introduction to application types in Business Central


One module



Developer



N/A



Implement SaaSification techniques in Business Central  


One module



Developer



N/A



Prepare for an easy application upgrade experience in Business Central 


One module



Developer



N/A



Learn about application performance and monitoring in Business Central 


One module



Developer



N/A



Implement test automation techniques in Business Central


One module



Developer



N/A



 


 


Fraud Protection


 
















Module



Role



Certification



Provision Dynamics 365 Fraud Protection 



Administrator, functional consultant, solution architect 



Not currently part of an exam


 



 


Power Automate Desktop




















































































































Module



Role



Certification



Generate Power Automate Desktop flows by recording



App maker, developer



Not currently part of an exam


 



Take your first steps with Power Automate Desktop



App maker, business user, developer, functional consultant



Not currently part of an exam


 



Combine Power Automate Desktop and Power Automate


 


 



App maker, developer, functional consultant



Not currently part of an exam


 



Power Automate Desktop development essentials


 



App maker, developer, functional consultant



Not currently part of an exam


 



Text manipulation in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



OCR technologies in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Active Directory handling in Power Automate Desktop


 



App maker, developer, administrator



Not currently part of an exam


 



Configure exception and error handling in Power Automate Desktop


 



App maker, developer, administrator, functional consultant



Not currently part of an exam


 



Configure flow control in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Excel automation in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Handle variables in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Simulate mouse and keyboard actions by using Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Communicate using message boxes in Power Automate Desktop flows


 



App maker, developer, functional consultant



Not currently part of an exam


 



Automate repetitive tasks using loops in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Control file and folder handling in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Scripting in Power Automate Desktop


 



Developer, functional consultant



Not currently part of an exam


 



Web automation in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Automating email handling in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Adjust process behavior using conditional actions with Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Automate system and services actions in Power Automate Desktop


 



App maker, developer, functional consultant



Not currently part of an exam


 



Use Power Automate Desktop to interact with windows and applications


 



App maker, developer, functional consultant



Not currently part of an exam