Matt Beard on The Oops Factor

Chatting to Matt about how he got into poker to begin with in his university days (some decent studying of the theory!), & actually going to Vegas, as well as getting married there. Also touching on printing out lots of documents, and duplicate merging

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AI-900: Microsoft Azure AI Fundamentals

One of my recent decisions has been to explore the Azure space. There are several reasons behind this. CDS, as we (hopefully!) know sits on top of Azure, and it’s useful to know the broader digital estate available on the platform.

I’ve also been looking into some of the Cognitive Services functions that are available within Power Platform. These all live in Azure, and are surfaced into Power Apps etc. It’s therefore good to know what can be done outside of the ‘Power Platform bubble’, and the options there.

Incidentally, a year ago I even built a canvas app that allowed you to take a picture of a motorbike tyre. Using AI Builder functionality, it then analysed if the tyre tread was legal or not! That was a really cool proof of concept.

So a good place to start, I thought, would be with the AI-900. This covers the fundamentals of the AI offerings that are in Azure. I had forgotten though that with fundamental exams, there’s only 60 minutes available! Seeing the timer ticking down from that give me a little surprise, though I managed to get through it (& pass!) in good time.

The official description of the exam is

Candidates for this exam should have foundational knowledge of machine learning (ML) and artificial intelligence (AI) concepts and related Microsoft Azure services.

This exam is an opportunity to demonstrate knowledge of common ML and AI workloads and how to implement them on Azure.

This exam is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience are not required; however, some general programming knowledge or experience would be beneficial.

The official page for the exam is at https://docs.microsoft.com/en-us/learn/certifications/exams/ai-900, where it gives quite a good overview of things. Go take a look at it, and also take a look at the associated learning paths.

Once again, I sat the exam through the proctored option (ie from home). Honestly I think that my experience this time has probably been the best so far. I went through the usual system checks for signing in. The proctor came alone, and within 30 seconds they had released the exam!

So, as before, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). I’ve tried to group things together as best as possible for the different subject areas.

  • Image recognition types
    • What each one is, what it’s used for
    • When to use for a specific scenario
  • Facial recognition
    • Different types available
    • What each one is, what it’s used for, when to use for a specific scenario
    • Limitations & issues that can occur when using it
  • Text:
    • Different recognition types
    • What each one is, what it’s used for, when to use for a specific scenario
    • Analytics. How this works, how to set up & use
    • Translation. Different options available, how they work, when to use for a specific scenario
    • Sentiment analysis. How it works, limitations, what’s needed to train a model
  • QnA Maker
    • What this does, how to set it up, how to train it
    • Generating material with it
    • Use with chatbots
  • Machine Learning
    • What this actually is, and what it does
    • How it works
    • Different types that are available, how they work, how to train a model
    • Classification options
  • Machine Learning Designer
    • How to use & set up
    • Different types of data/options used within it
    • Training & evaluation models. The steps needed for this, how to set it up correctly
    • Types of modules available
    • Validation sets
  • Chatbots
    • What they are
    • How/where they can be used
    • Limitations
    • Integration with other systems
  • Charts
    • Different charts that are available for use
    • Reading them correctly
    • Model types shown on them
    • Metrics!
  • Microsoft AI Principles
    • The different principles that are published
    • What each one means/refers to

Overall, it was quite good. The Microsoft AI Principles were new to me, and I had to guess at those (I went to look them up afterwards!). Other than that, some bits I breezed through, other parts I took careful stock of.

This is definitely an area that I’m going to continue exploring, and will be writing up further exams that I take in it. I’m curious what your experience of it has been – please drop a comment below to let me know!

Dian Taylor on The Oops Factor

Finding out what the ‘D’ in her Twitter handle actually stands for, how she started in IT, and what happens when you don’t believe in hypnotism! Also including advice as to why it’s so important to keep an open mind with life & projects

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Click here to take a look at the other videos that are available to watch.

Igor Shvets on The Oops Factor

Working out Igor’s retirement plan to be based around his love of hiking (which came from the military). Also discussing how coffee, amongst other important things, is key to rapid-speed enterprise-scale project deployments!

If you’d like to come appear on the show, please sign up at http://bit.ly/2NqP5PV – I’d love to have you on it!

Click here to take a look at the other videos that are available to watch.

PL-200 Microsoft Power Platform Functional Consultant

Well, the last week has been quite busy, on many fronts! One of those is having a few new exams come out in Beta. I’ve already taken the PL-400 (see PL-400: Microsoft Power Platform Developer Exam for my review of it). Last Friday, the new PL-200 exam was released as well, so I scheduled it in for as soon as I could sit it.

Now the PL-200 is scheduled to be replacing the MB-200 exam at the end of this year (2020), assuming it comes out of beta by then of course. I remember sitting my MB-200, though I didn’t write up about it at the time. Compared to some of the other exams I’ve taken, it was hefty. I’ll freely admit that I didn’t pass on first go of it – it took me 3 tries to gain it! People will be required to take this as a pre-requisite for attaining the Microsoft Certified: Power Platform Functional Consultant Associate badge.

So I’ve been expecting this new PL-200 to be quite similar, but with more of a Power Platform focus. It’s still heavy on Dynamics 365, and I wasn’t expecting that part to change. The existing MB-2xx series are also staying in place (for the moment, anyhow).

According to the official description for the exam:

Candidates for this exam perform discovery, capture requirements, engage subject matter experts and stakeholders, translate requirements, and configure Power Platform solutions and apps. They create application enhancements, custom user experiences, system integrations, data conversions, custom process automation, and custom visualizations.

Candidates implement the design provided by and in collaboration with a solution architect and the standards, branding, and artifacts established by User Experience Designers. They design integrations to provide seamless integration with third party applications and services.

Candidates actively collaborate with quality assurance team members to ensure that solutions meet functional and non-functional requirements. They identify, generate, and deliver artifacts for packaging and deployment to DevOps engineers, and provide operations and maintenance training to Power Platform administrators.

The official Microsoft Learn page for the exam is at https://docs.microsoft.com/en-us/learn/certifications/exams/pl-200, and I’d highly recommend people to go check it out. I didn’t use it that much, but felt that I was on reasonable grounds with existing knowledge. It’s mostly there, but (at least in my exam) there were some sneaky extras that I was NOT really expecting. Hopefully I managed to get them (mostly) accurate!

Once again, I sat the exam through the proctored option (ie from home). The experience went without issues for once – sign in was fine, no issues with my headset during check-in, exam loaded & worked without problems at all.

So, as before, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). I’ve tried to group things together as best as possible for the different subject areas.

  • Environments
    • Different types of environments, what each one is used for, how to set/switch them between the different types
    • How to handle security/restrict access as necessary
  • Field types. All of the available field types, what are the benefits of each, and when each type should be used
  • Data storage types. Differences between Office documents (eg Excel), CDS, SQL Server, Azure SQL. When to use each one best
  • Charts. How they’re set up, how they can be shared with other users.
  • System views. What these are, who can access them, how to set them up
  • Entity forms. The different types of forms available, how to set them up, limitations of each. When each one should be used for a given scenarios
  • Model apps. Site map. What this is, how it’s used. Implementing/customising it, the different controls available & what each one does
  • Entity editable grids
    • What these are, how they can be used, how to enable & set them up
    • Limitations that they have within the system
  • Entity/record ownership. The different types of ownerships available, benefits of each, when each should be used for a given scenario
  • Data management
    • Data importing from different sources, different methods to import data
    • What is data mapping for import, and how it’s used
  • Duplicate detection. What it is, what it does, how it works. How to implement & configure it
  • Microsoft Word templates. How they can interact with Dynamics 365, how to set them up/adjust them, what they can be used for
  • Canvas Apps
    • Expression/function types, what they are, how they’re used
    • Handling data (eg collections)
    • Offline usage & data storage
    • Controls that can be used, navigating around, loading/saving data.
  • Power Virtual Agent/Chatbots.
    • Setting them up, deploying them onto websites, deploying them into Teams
    • Configuring topics, routing, handling unknown questions
    • Bot model data, including being able to access across multiple chatbots
    • Reporting on their usage, & how customer engagements have been processed
  • Power App portals
    • Registering users, registration code process
    • Validating/confirming user accounts
    • Forms security, displaying/hiding forms & data
  • AI capabilities. AI models available. Pre-built models vs custom training, capabilities (eg text scanning), and when to use each one.
  • Omnichannel
    • What it is, when it’s used
    • How to implement, deploy & configure customers being able to be sent through to it
  • Automation
    • Workflows, Power Automate, Business Process Flows
    • What each one is, benefits/use cases for each one, when to use each for specific scenarios
  • Power Automate
    • What are triggers, & how do they work
    • What are actions, and how do they work
    • What are connectors, and how do they work
    • Prebuilt vs custom connectors, capabilities, and when to use each one
    • How to set up each type & configure them
    • Instant vs Scheduled vs Triggered
    • Security – how to enable/disable their use by users
  • Business Process Flows
    • What they are, how they’re used, limitations that they have
    • How to handle security for them
  • Business rules
    • What they are, how they’re used, how to set up/configure
    • How to use them in different parts of the system (eg forms, apps, etc)
    • Actions vs Conditions vs Recommendations
  • UI Flows (RPA)
    • What these are, how they are used
    • Requirements in order to use them
    • Desktop vs Cloud
    • Implementation, customisation, configuration & deployment
    • Limitations of them
    • Data extraction from runs
  • Security & Compliance
    • Security roles, security teams, security groups
    • What each one is, how it’s used
    • System auditing, what it is, how it’s used, how to implement & configure
    • How to access & run user audit log reports
  • PowerBI. Setting up & sharing dashboards, setting up & configuring alerts, security options/roles & how they work with data
  • Dynamics 365 integrations. What other systems can integrate directly with Dynamics 365, & any limitations that they may have

The main surprise for me was mostly around the UI flows, and the various questions I had on them. I’ve not played around with them (yet!), but they are really cool!

If you’re going to take this, I’d love to hear how your experience of it went. Drop a comment below for me to see!

Kaila Bloomfield on The Oops Factor

Discussing mutual interests of motorsport, racing motorbikes, seeing races, & having amazing adrenaline rushes! Also covering thoughts in our heads that we might have said out loud by mistake, and some quite interesting comments around dress codes at clients.

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Good news for Power Automate Flows!

As a starter for 10, this wasn’t actually the blog post that I was going to write today. In fact, the subject of the post wasn’t even going to be about Power Automate! However, there was some really amazing news that dropped today from Microsoft, which I just couldn’t pass up being able to talk about.

You’ve guessed it – it’s about Power Automate! Well, I suppose that the post title was somewhat of a giveaway, wasn’t it…ah well. So let’s go ahead and find out what this is all about then!

To date, we’ve been able to put Power Automate flows into a solution. Well, it wasn’t there exactly at the beginning of things, but it happened somewhere along the way. This was very convenient, as we didn’t then need to deploy each one individually to different environments. Some solutions can contain dozens & dozens of flows, and we really do love to package them all up together for ease of movement.

So that was good. But there was still a (major) ‘bugbear’ (as I like to refer to them as). This is the fact that after we deploy a Power Automate flow, we then need to go into it & (re)authenticate it. This is due to the fact that the connector/s that it uses contains what is referred to as a ‘secret’, and these can’t be moved across environments. As a result, we need to essentially recreate the ‘secret’ in the connector (ie authentication details) every time we move it. This is an annoyance (if you have one or two flows), and an absolute bloody nightmare if you have lots.

For the technical minded – every action in a flow is bound to a specific instance of a connection that it will use to “execute” that action. This is why when moving flows across environments, users are required to rebind every operation to a connection.

For example, I’ve been working with COVID-19 triage solutions. These contain lots of flows within them, connecting to multiple different sources, and doing different things. Every time we’ve performed a release (even if it’s just a simple update), we’ve needed to manually go through each flow, (re)authenticate them, and turn them on. If you forgot one, then everything can come crashing down & not work! But there’s been no other way to do it. To represent this visually, we have the following diagram

For each & every Power Automate, the connection line gets ‘broken’ when it’s deployed, and needs to be re-made.

Until now, that is. For today, Microsoft has announced the Public Preview for ‘Connection References’. Now when something is put into Preview, I usually caveat the usage of it with saying things like ‘it might go away, or not be released for a while’. But I’m going to be quietly confident about this particular piece of functionality, as I really don’t think it’s going to be pulled!

So what exactly are these? Well, in (mostly) simple terms, Connection References provide an ‘in-between’ or ‘abstraction’ layer for the connections that use them. Let’s show this visually as well

We still need to re-authenticate the Connection Reference once we deploy things. But let’s now see how we can save ourselves a massive headache, and LOTS of time:

Oooo…now this is looking better. Instead of having to update three Power Automate flows, we only have to update the SINGLE Connection Reference that’s sitting in the middle. Now multiple that by however many flows you have (eg sending emails out, etc), and start calculating how much time you’ll now be able to spend on coffee breaks, rather than doing this manually one at a time…

We can create Connection References directly from within the solution:

We then give it a name & description, choose which connector we’re going to be using, and either select an existing connection or set a new one up:

Once we’re finished, we click ‘Create’ at the bottom. Voila – we can now see it within our solution!

Note: Interestingly enough I couldn’t actually see this within the solution after I created it, even with the component selector set to show ‘All’. How I actually got them to display was changing the component selector to ‘Connection Reference’, and they then showed up. I’m thinking that this is due to it being new today/in the process of rolling out, and am expecting it to display without any issues in the near future

Let’s take a look at a Power Automate flow itself now to see how it’s referenced. When we open an item with a connector, we can now see the following:

We’re able to select the Connection Reference that we’re wanting to use. Simple, yet so powerful.

When importing a solution containing a Connection Reference, we will be prompted during the import process to set the actual connection that should be used with it:

If you don’t have any connections set up already in the environment, you’ll be able to create a new one from the dropdown.

Some things to note around this:

  • During the preview phase, Microsoft has specified that a single Connection Reference can only be used by up to 16 flows. This limitation will be removed once it goes GA
  • Existing flows will not be automatically upgraded. What you can do though is export the unmanaged solution, re-import it to the same environment, and then they will be automatically created for you. The flow/s can then be edited to update them to the correct connection reference record
  • The connection name and connection reference name are not currently synchronised. They can be different. Therefore it’s best to keep the naming conventions the same. Don’t set different names for connections and their associated connection references.

In summary – this is an awesome step forward with Power Automate functionality. I’m already tasking some of the developers on the team to re-do existing solutions to use it for ease of use. How do you think it’ll best benefit you? Drop a comment below!

Omnichannel & Operating Hours

I’ve recently been spending time looking at, and talking about, how we can handle company hours within Omnichannel. This has covered both how to use them within chat (Handling Company Hours) as well as being able to change the chat widget functionality (Handling ‘Out of Hours’).

Imaging my surprise therefore when someone asked me ‘how do we go setting them up properly?’. When I originally looked at how to use them within chat, I used the Quick Create functionality. I had meant to come back to looking at it in more detail, but that somehow fell by the wayside. So, I’m now going to make up for it!

As a quick recap – Operating Hours are what we set to show when the company is ‘open’ (or for our purposes, active). This doesn’t need to reflect the actual store hours that might exist – customer support could well start before/end after the normal store times. It’s also the case that we usually can’t just set blanket times – we’ll need to handle holidays, seasonal occasions, etc. This is where Operating Hours really comes into its own.

So to start off, it’s simple to enter operating hours. Really simple. We go to the navigation area, select, it, and click ‘New’:

We’ll create a new record, and click Save:

Once we do that, the magic starts to happen – we get to see the ‘Working Hours’ tab. Clicking on it will give us the following screen (which I can only describe as absolutely amazing!):

I don’t know about you, but I’m loving being able to see the hours for each day in a calendar-style view. It’s so much easier than needing to scroll down a list of records, trying to find a specific date. It’s also much simpler for the eye to follow/see.

At the top, we can navigate between dates, change the view to switch between a specific day, week or month, and enter new information:

There are two options for inputting new settings here:

  • Working Hours
  • Holiday

For working hours, we can input the times, whether it repeats or not, and whether it’s a full day event or not:

We can also edit an existing Working Hours entry simply by clicking on it to change it. When we do this, we get the option as to whether to modify the single item that we’ve selected, or the entire series:

It’s important to note that we’re not limited to entering just a single range per day. We can enter multiple records for a single date, or a date range, to fit what we’re actually trying to do.

For Holidays, we don’t need as many options. We assume that by setting holiday, the company is closed. We’re therefore prompted just for a date (range) to then set this:

So what we then do is build up our calendar. This will result in (hopefully!) a full overview of our company, that we can then use.

What’s important to remember is that we could have different dimensions to our company though. We may allow Sales to be open 20 hours, but Customer Service to be open only for 12 hours.

We’d therefore create multiple Operating Hour entries for each requirement, and point each channel towards to the applicable record. If we only have a single scenario that we need to handle, we can point multiple channels towards the same operating hours record – that’s not a problem at all.

So with this, we can really tweak operating hours as we need to, for each possible usage. It’s really powerful, so easy to set up, and gives us full control over things.

Have you ever struggled with something like this? How did you overcome it? Drop a comment below – I’d love to hear!

Beth Burrell on The Oops Factor

Finding out how exactly Beth took up golf, how that then progressed over time into relationships, and what exactly can happen when you’re too honest with people!

If you’d like to come appear on the show, please sign up at http://bit.ly/2NqP5PV – I’d love to have you on it!

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Handling ‘Out of Hours’

Let’s face it – we can be quite spoiled at times. As a customer, we can sometimes expect that companies be available 24/7 to service our requests, needs, issues, etc. That would be wonderful, wouldn’t it! Imagine that you have a mobile phone issue at 2am – you could call up your provider, and have it handled (or a new handset sent out) immediately. That would be quite nice!

Unfortunately the real world doesn’t (always) quite work like that. Of course there are companies that operate on a multi-national or even global scale, and there’s always customer service available (Amazon – I’m thinking of you right now!).

Previously I’ve gone into how we can set operating hours for a company, so that the ability to contact a customer support agent is only shown during these times. Take a look at Handling Company Hours for a refresher on this.

But sometimes not showing the ability to contact support could potentially be counter-productive. Customers may think that our website isn’t working properly, and possibly attempt to try to reach us through other means. This could quite well frustrate them.

Due to this, we have a nice little piece of functionality that’s now come out in Omnichannel. It’s small, simple, but yet quite brilliant in my humble opinion. This is the ability to have a chat widget available, but let customers know that that it’s currently out of company hours.

To activate this, we need to open the Chat record in the Omnichannel Administration Hub, and go to the Design tab:

Quite helpfully, the section is labelled ‘Offline’! How much better could we get.

We do need to understand that (at the time of writing this post) it’s currently in Preview, with all of the usual caveats around how that works.

We have several items available here:

  • Show widget during offline hours. This is what actually activates the setting – leaving this to false won’t do anything for us!
  • Theme colour. This allows us to set the specific theme to be used during ‘offline’ hours. It’s actually really helpful, as it serves/gives a very visual aspect to the customer to display that it’s out of hours
  • Title. The title of the chat widget, which will be displayed to the user
  • Subtitle. This allows us to place a subtitle as well, for the user to be able to see

So what does this then look like? Well, let’s take a look:

Personally I think that being able to set a theme colour for offline access gives it that little edge. Customers will become aware of this (subconsciously) when visiting the website, and come to the point of not even trying to start a chat when they see that it’s out of hours.

One MAJOR thing to bear in mind. We’re only going to be given the option to set this when we have a value set for Operating Hours. Without this being set, we won’t be shown this option. Go try it for yourself and see!

There’s not really much else to this, to be honest. But I’m liking it. I know that from a personal perspective I’ve been on various websites, and have no idea if the support chat is actually working or not. With this in place, I’m able to see that it is available for use at the correct time, and not have to wonder about it.

Have you ever thought about implementing something like this? Have you actually done so? I’d be really interested to hear from you about how you went about it – please drop a comment below!