Sam Nasr on Azure AI & ML - Episode 185

Sam Nasr on Azure AI & ML - Episode 185

This week, Sam Nasr returns to the show. Sam is an IT Consultant specializing in .Net, SQL Server, and Azure. He is a Sr. Software Engineer focused on the Microsoft stack of technologies including .Net, SQL Server, Azure. As part of NIS Technologies, he provides consulting services, training, and custom app development to bring more value to business applications. Sam is also a leader at the Cleveland C#/VB .Net user group.

Topics of Discussion:

[2:37] Sam talks about getting inspiration from a video featuring Saquib Shaikh, a blind software engineer at Microsoft that developed services that helped him get by day-to-day, which was made public. It was a moving video and it got him into cognitive services, and he started diving more into AI and ML from that point.

[4:10] How are AI and machine learning similar? How are they different?

[4:15] Do you have to use the Azure services?

[6:27] What are some of Sam’s favorite AI or ML products?

[8:03] With Azure Cognitive Services, it’s a variety of different services. There are some for language, some for speech, some for vision, and decision-making.

[10:19] How do we go from a microphone to a text string? Does that happen on the end device, or do we send the file to Azure?

[15:10] What is the testing method for this type of application?

[18:09] How does this relate to bot framework?

[24:28] What applications does it tend to work best on?

[26:50] What does it look like to deploy a new release candidate from environment to environment and then to production? What is the promotion process of an application like this?

[30:39] You need to have a good representation of your data. It’s got to be clean and then trained on an appropriate number of records.

Mentioned in this Episode:

Architect Tips — New video podcast!

Azure DevOps

Clear Measure (Sponsor)

.NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo’s YouTube

Jeffrey Palermo’s Twitter Follow to stay informed about future events!

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Sam Naser:

GitHub projects

YouTube

Presentations

samnasr@live.com

Overview of Cognitive Services:

“Adding Machine Learning to .Net Applications”

youtube.com/watch?v=dMHlbZvISUI

Build 2016 AI Video

Jaksot(367)

Martin Thwaites: Building Software for Production - Episode 271

Martin Thwaites: Building Software for Production - Episode 271

Martin Thwaites is a Developer Advocate at Honeycomb, an o11y enthusiast, and a delivery-focused Developer from the UK. With over 20 years of experience in development in the .NET ecosystem, he’s worked with many companies on scaling up engineering teams and products. The past few years have been spent working on solving complex problems with some of the UK’s big names, including e-commerce retailers and credit lenders.   Topics of Discussion: [2:42] Martin getting his start in testing. [5:55] What other products is Honeycomb similar to? [5:57] APM monitoring metrics. [9:05] O11y [9:30] The foundational elements of Honeycomb. [13:36] For smartphone applications, desktop, or mobile, what of these concepts are the same, and what’s different? [15:49] Tracing the unknown unknowns. [17:43] Where open telemetry comes in and shines. [28:04] Do you commit locally, group them up together and execute a push? [33:24] Moving TFS Code Base onto Git. [34:40] What TFS did right. [35:31] The minimum sets of testing and verification that need to go in this chain just to get people enough of a safety net. [35:43] Developer tests and Web Application Factory.   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Martin Thwaites LinkedIn Martin on Twitter Martin.Net Honeycomb OpenTelemetry   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

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Jeremy Clark: Design Patterns - Episode 270

Jeremy Clark: Design Patterns - Episode 270

Jeremy helps developers by sharing his struggles, mostly in technology, but also with being more social as an introvert, understanding learning potential, and playing banjo. He has worked as a corporate developer, as a Chief Improvement Officer at a startup, and as a contract developer. Currently, he teaches developers through online courses, workshops, tech articles, and conference talks. He spends most of his time in C# and has recently ventured into Go (Golang) and Rust (Rust lang) to explore some of his favorite topics: interfaces, delegates, concurrency, and parallel programming. You can see him speaking next at LIVE! 360 in Orlando, FL Nov 12‒17, 2023. Use promo code “Clark” to save $500 off your ticket. Also Oct 23rd at DevSpaceConf in Huntsville, AL.   Design patterns are not just for architects. In fact, you already use Design Patterns but probably don’t know it. Observer, Facade, Iterator, Proxy — these are all patterns that allow us to better communicate our ideas with other developers. And once we understand the patterns, we can use solutions that people way smarter than we have already implemented. In this session, we’ll take a look at several Gang of Four patterns that we regularly use without realizing it. Don’t know who the Gang of Four is? Join us to find out.   Topics of Discussion: [3:30] Jeremy talks about his foray into programming and the colleagues that helped him gain confidence. [6:44] Jeremy went from speaking at smaller user groups and code camps to global conferences. [7:35] The act of sharing gained expertise is what makes you an expert. [10:10] Design patterns and their relevance in development. [13:19] The importance of the Gang of Four book and Head First Design Patterns. [17:24] Iterator and the patterns that fall in that category. [20:43] Are we seeing classic patterns be redirected or are new ones taking shape? [23:05] The concept of abstraction. [24:10] The two states that developers fall into. [28:02] More about Jeremy’s testing philosophy and how it’s changed over the years. [29:26] What Jeremy prioritizes when helping other developers start a new codebase. [32:34] Where people can go for more education and information on these topics.   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Jeremy Clark Twitter Jeremy Clark LinkedIn Jeremy Bytes Blog DevSpace Conf   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

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Matthew Casperson: Platform Engineering - Episode 269

Matthew Casperson: Platform Engineering - Episode 269

Matthew has loved technology since his first Commodore 64, and that passion remains to this day. His days have me integrating enterprise platforms with Octopus, writing guides and books for platforms like Kubernetes, blogging, and training my colleagues, testing bleeding edge open source projects, and contributing to various blogs.   Matthew is a 5-star published author and has created solutions that Red Hat felt were worthy of being submitted for a patent. CEOs endorse his development skills.   Although he calls himself a developer, Matthew is quite comfortable administering a Linux server, managing a MySQL database, deploying infrastructure with Ansible, reconfiguring a firewall, or just doing what needs to be done to get the job finished.   To ensure that he is learning the industry's best practices, Matthew pushes himself to gain certification in technologies that he relies on, with Oracle proudly telling him “You are among the elite 1% of certified Java professionals who have gone on to achieve the Java Enterprise Architect certification.”   Topics of Discussion: [3:36] Mike talks about some high points in his varied career. [6:33] What is platform engineering? [8:22] Most jobs fall into the category of DevOps. [10:58] The platform team is looking inward and trying to scale up the team members as opposed to scaling up the technology. [13:08] Has Matt seen any of the job boards coming out with how we need to hire a platform engineering director or platform engineering analyst? [15:08] What does Matt’s typical work day and work week look like? [17:02] Guiding customers into creating useful solutions in their own teams. [18:17] Have we figured out the difference between platform engineering and DevOps? [20:05] “Needless creativity.” [23:56] The importance of consistent feedback and improvement. [25:58] Developers have a $0 budget, but an unlimited time budget. [30:55] DevOps teams need to take dependencies seriously. [31:44] How we can standardize and automate some of those internal processes through platform engineering. [35:06] Dependabot.   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Matt Casperson LinkedIn Octopus Enterprise Deployment Patterns Github.com/OctopusSolutionsEngineering/EnterprisePatternsReferenceImplementation/tree/main   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

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Mike Martin: Architecting Azure - Episode 268

Mike Martin: Architecting Azure - Episode 268

Mike Martin, an exceptional Senior Cloud Solution Architect and Technical Evangelist at Microsoft. With over two decades of experience in the IT industry, Mike is an expert in coaching and leading teams and architecting, designing, and training systems. As an Azure specialist for ISVs (Independent Software Vendors) and partners, he is the go-to person for all things related to the Microsoft Cloud Platform and Application Lifecycle Management. Mike is known as the perfect hybrid solution with his unique combination of expertise in both development and IT Pro topics.   Mike Martin's involvement in the Belgian Microsoft Azure User Group (AZUG) dates back to January 2012, when he joined the group as a crew member. He has been an active contributor to the community ever since, regularly giving presentations and playing an integral role in organizing events such as ITProceed, Techorama, and the Global Azure Bootcamp (GAB).   Mike’s extensive knowledge and experience in Microsoft Azure have earned him numerous accolades, including being recognized as a Microsoft Azure MVP five times since 2013, with his most recent award in July 2017. He is also a Microsoft Azure Advisor, providing guidance and insights to others in the community.   Beyond his professional achievements, Mike is passionate about giving back to the community and inspiring the next generation of technologists. He takes great pleasure in introducing young people to the world of Microsoft and technology and is always willing to lend a helping hand to those in need.   Topics of Discussion: [5:05] How Mike got into his career, and a few of the highlights he has had over the past 27 years in the field. [9:34] Where he got reborn as a true architect. [10:53] The beauty of being involved from the beginning, and why youngsters may have a challenging time. [13:28] The importance of independent scale. [18:25] Going by the philosophy of KISS: keep it simple, stupid. [22:27] How does Mike coach people in the decision of the level of resilience? [28:40] Functional monitoring when it comes to resiliency. [29:52] The patterns Mike advises to his coders to hook up existing monitoring tools to get that functional level of monitoring. [30:32] Reliable web application and the well-architected framework. [34:46] What is giving Mike hope for the future in programming these days?   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Serverless360 The Twelve-Factor App Reliable web app patterns Reliable web app patterns — Github Learn About MSAL   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

23 Loka 202340min

Jeff Julian: IoT with Meadow and Wilderness Labs - Episode 267

Jeff Julian: IoT with Meadow and Wilderness Labs - Episode 267

Jeff Julian is a long-time software developer. He used to run the Geeks with Blogs blogging site when developer blogging was the peak of social media. He’s received multiple Microsoft MVP awards and has spoken at many conferences. He has retired from the software development community and now runs a local farm where he has custom-developed a farm operating system using IoT devices and electronics.   Topics of Discussion: [2:55] Some tips to do conferences right. [4:55] What led Jeff to apply programming to farming? [6:50] Jeff’s decision to buy land, and the challenges that came with purchasing it. [10:31] Becoming aware of Wilderness Labs and Meadow. [12:33] Selling directly to the customer. [12:42] What Meadow is, and some of the things they have automated. [17:15] Driving the fodder system. [20:22] Where and how does the code come in for this automation? [24:46] UptimeRobot and using F7 devices for data collection and IoT projects. [26:22] Using technology for farming and beekeeping. [33:57] IoT devices, sensors, and power consumption. [36:13] How many tiny computers does it take? [38:02] The challenges of IoT devices. [44:15] The heart of the .NET community should be people helping each other learn and grow.   Mentioned in this Episode: YARP Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Geeks with Blogs Wilderness Labs   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

16 Loka 202346min

Shawn Wildermuth: Web Service APIs in .NET 7 - Episode 266

Shawn Wildermuth: Web Service APIs in .NET 7 - Episode 266

Shawn Wildermuth has been tinkering with computers and software since he got a VIC-20 back in the early ’80s. He has been a Microsoft MVP, Pluralsight Author, and filmmaker. You can reach him at his blog at Wildermuth.com and he makes films at Twainfilms.com.   Topics of Discussion: [5:34] What got Shawn excited about coding? [9:26] How should developers be thinking about just the concept of an API? What are the categories that they should be aware of? [16:04] Shawn’s first steps in designing an API. [18:37] What are the newer concepts and newer advances that are worth taking a look at? [19:10] Maturing minimal APIs. [24:53] Endpoint filtering. [27:01] Does the core logic need to be aware that it might be in a caching workflow, or does caching as a concept belong to the interface for the application programming? [31:45] Shawn’s favorite method for testing the complete set of web service APIs. [34:59] Helping young developers not get lost along the way of feeling the need to be perfect. [39:25] How developers make the decision of where and how to run the applications they built.   Mentioned in this Episode: YARP Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Shawn Wildermuth on Next-gen Web Services Twain Films   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

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Jay Harris: Overcoming Tough Problems in Software Projects - Episode 265

Jay Harris: Overcoming Tough Problems in Software Projects - Episode 265

Jay Harris is a speaker, software consultant, and owner of Arana Software. He has been developing on the web since 1995, when the Blink tag lured him away from Visual Basic 3, and has been awarded as a Microsoft Regional Director, ASPInsider, and Microsoft MVP. Recognizing that the greatest application performance bottleneck is a developer’s time, Jay’s continuing quest is for frameworks, modules, tools, and practices that make developers stronger, fitter, happier, and more productive.   Jay resides in Las Vegas, USA. Follow him on Twitter at @jayharris.   Topics of Discussion: [3:40] Jay gives a shout-out to a phenomenal manager, Larry, who had a profound impact on his career. [5:30] Advice for managing burnout in software development teams. [7:16] The importance of learning how to say no. [10:19] Respecting team limits and honoring downtime is crucial for long-term success. [16:06] Maintaining software team velocity through play and downtime. [18:23] The key to sustainable software delivery is collaboration, compromise, and empowering teams to be self-sufficient. [23:28] Pain points in user interfaces. [30:39] Overcoming the challenges of working with PDFs. [36:49] Jay walks us through the typical code flow.   Mentioned in this Episode: YARP Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Jay Harris on Distributed DevOps Glenn Burnside Managing Developers   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

2 Loka 202341min

Jimmy Bogard: .NET 7 and Azure Modernization - Episode 264

Jimmy Bogard: .NET 7 and Azure Modernization - Episode 264

Jimmy is the creator and maintainer of the popular OSS libraries AutoMapper and MediatR. Jimmy is an independent consultant based in Austin, TX. Jimmy has received the “Microsoft Most Valuable Professional” (MVP) award every year since 2009.   Topics of Discussion: [3:45] How do we modernize old software systems? [4:55] Dividing the modernization process into small steps to minimize dependencies and validate changes along the way. [5:01] Does Jimmy have a preferred sequence of work that he has found that makes modernizing a system easier? [7:01] Modernizing legacy ASP.NET web applications with test coverage. [7:24] System web adapters. [12:02] Database migration to Azure using SQL Data Sync and Hangfire. [12:09] Any “gotchas” on the database side? [15:27] What exactly is Hangfire? [17:02] The flexibility of Hangfire in its triggers and scheduling. [23:49] How system web adapters enable easy migration of controllers and actions. [25:16] Second success story for YARP: Yet Another Reverse Proxy. [27:15] What was the thought about observability architectures? [29:02] What are some of Jimmy’s favorite features? [32:08] The team modernized the telemetry system for a large organization, enabling them to query data more efficiently and gain valuable insights. [35:05] Lessons learned and best practices while modernizing.NET applications with Azure DevOps.   Mentioned in this Episode: YARP Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Architect Tips — Video podcast! YARP: Yet Another Reverse Proxy   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.

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