El Bruno

Tag: MLNet

#Event – Resources used on the “Getting Started with Machine Learning.Net and AutoML 🏎️” at Microsoft Student Ambassadors Nigeria

Hi ! Another great time with the Microsoft Student Ambassadors, This time, I shared some insights about Machine Learning.Net and AutoML. As usual now it’s time to share the resources Slides Source Code Source Code is available here. Recording Coming soon ! — read more

Jun 23, 2021
#Event – Resources used on the “Drones 🚁 and Anomaly Detection 📈 with ML.Net with Azure IoT” at The Global AI Virtual on Tour Oslo

Hi ! I was lucky to have some time during the Global AI On Tour conference, for the Oslo session. I shared some insights about Anomaly Detection and using drone telemetry as the data source. I used ML.Net to perform the Anomaly Detection and later integrate all together in Azure IoT. As usual now it’s… — read more

Jun 21, 2021
#Event – Resources used on the “Drones 🚁 and Anomaly Detection 📈” at The Virtual ML.NET Community Conference, May 7/8

Hi ! I was lucky to have some time during the Virtual ML.Net conference yesterday with the amazing team and attendees. I shared some insights about Anomaly Detection and using drone telemetry as the data source. As usual now it’s time to share the resources Slides Source Code Source Code is available here Recording — read more

May 8, 2021
#Event – Drones 🚁 and Anomaly Detection 📈 at The Virtual ML.NET Community Conference, May 7/8

Hi ! April is gone, and also my event-free calendar until May. And I’m super lucky to host a session at the Virtual ML.Net Community Conference The Virtual ML.NET Community Conference is a 2-day community driven conference on all things ML.NET.The conference will be streamed live on Twitch and YouTube.It’s 100% free and open for… — read more

Apr 30, 2021
#Event – “ML.Net and AutoML” at the MVP Fusion and Friends 2021 . Session Resources

Hi ! I had a great time early in the day with some my friends from Europe. As usual, time for slides and code: Slides Code https://github.com/elbruno/events/tree/main/2021%2002%2023%20MVP%20Fussion%20MLNet Resources Get started at http://dot.net/ml Try the samples at http://aka.ms/mlnetsamples Read the docs at http://aka.ms/mlnetdocs Request features or contribute at http://aka.ms/mlnet Get help for going into production https://aka.ms/mlnetprod… — read more

Feb 25, 2021
#ML.NET Image Classification with ML.NET Command-Line Interface (CLI), no #VS2019 needed !

Hi ! I haven’t write a lot about ML.NET Command-Line Interface (CLI) (see references), and that’s a shame. It’s very powerful and also it supports most of the ML.Net features, like in example: Model Builder Image Classification scenario. The ML.NET CLI automates model generation for .NET developers. To use the ML.NET API by itself, (without… — read more

Oct 20, 2020
#VS2019 – ML.NET Model Builder for Object Detection, be careful with file names and VoTT

Hi ! This is a sequel part after yesterday post on the new Model Builder Object Detection scenario. I’ve found this error, and it took me some time to figure out the reason. As usual, an error on the Model Builder, with very few details and the suggestion to check more details on the Azure… — read more

Oct 14, 2020
#VS2019 – ML.NET Model Builder for Object Detection using #Azure Compute #mlnet #objectdetection

Hi ! There is a new scenario available in ML.Net Model Builder for Visual Studio 2019: Object Detection. This scenario is not just image tagging, this scenario allows us to detect objects in an image, and get the specific coordinates and size of the detected objects. As usual, it requires a starting data set with… — read more

Oct 13, 2020
#Event – Resources used on “Getting Started with Machine Learning .NET” for the Central Ohio .NET Developer’s Group (@CONDG)

Hi ! Great session yesterday with Matthew and the Central Ohio .NET Developer’s Group (CONDG). And the excuse was to talk about Machine Learning .Net. As usual, now it’s time for slides and code Slides Code The code used during the session is available here: https://github.com/elbruno/events/tree/main/2020%2009%2024%20CONDG%20MLNet Session Recording (I’ll update this block when the recording… — read more

Sep 25, 2020
#VS2019 – ML.NET Model Builder training using GPU, CPU and … Azure !

Hi ! I my previous posts on Model Builder, I show the differences between using the CPU and GPU to train a model. There is a 3rd option, which involves an Azure ML Experiment, and performs the training on the cloud. It took me some time, to setup this environment, mostly because I tried to… — read more

Sep 21, 2020
#Event – Getting Started with Machine Learning .NET

Hi ! I’m back to share some amazing ML.Net Experiences. This time with my friends from [Central Ohio .NET Developer’s Group (CONDG)] with a virtual event on [Thursday, September 24, 2020]. It’s been a while since my Machine Learning.Net sessions, so I’m creating one from scratch to cover all the amazing new features that we… — read more

Sep 14, 2020
#VS2019 – ML.NET Model Builder GPU vs CPU test: 4 times faster !

Hi ! Yesterday I wrote about the new options that we have to train models in ML.Net Model Builder. The main new is that we have the option to use our GPU to train models. Quick recap, Model Builder supports 3 specific training environments Local (CPU) Local (GPU) Azure Yesterday I tested train a small… — read more

Sep 9, 2020
#VS2019 – ML.NET Model Builder GPU Support, awesome !

Hi ! Machine Learning.Net (ML.Net) includes a visual / step-by-step option for Auto ML: Model Builder. Even if ML.Net is based on .Net Core, and we can use it on Windows, Linux or Mac; Model Builder is only available for Visual Studio 2019. And, in the latest preview version, Model Builder supports 3 specific training… — read more

Sep 8, 2020
#MLNet – AutoML for ranking scenarios

Hi ! This is a cool one, Machine Learning .Net (ML.Net) now support ranking scenario in AutoML. As an Machine Learning aficionado, this is amazing. I can now process my problems with AutoML, and then learn the specifics of the best produced models. Note: a couple of weeks ago, someone asked a question around ranking… — read more

Sep 1, 2020
#Event – ML.Net in Spanish and back to XR with @ivanatilca to share some #Hololens2 and #AzureKinect dev experiences @globxrcommunity

Hi ! Just a self reminder post of a couple of events in my calendar. Introduction to Machine Learning.Net 31 July 2020 Machine Learning.Net 1.5.1 is already here, so that’s the perfect excuse to chat with my colleagues from the MUG Argentina about this. This session is designed for developers who wants to start in… — read more

Jul 21, 2020
#Event – Machine Learning.Net y AutoML, esta vez en Español !

Buenas ! Seguimos en modo StayAtHome, y una forma excelente de conectar con las comunidades, es participando en eventos ya sea como Speaker o como Attendee. Esta vez tengo la oportunidad de hablar en NetCoreConf: NetCoreConf 2020 Lo último en tecnologías Microsoft y mucho más con los mejores expertos. Donde podrás aprender, compartir y hacer… — read more

Mar 30, 2020
#Event – Materials and resources used during TechDay Conf, #techdayconf #techdayconf2020

Hi ! I shared some knowledge around Machine Learning.Net last Saturday during the TechDays virtual conference. And, as usual, it’s time to share the resources I used in this session. Full event Slides Resources Get started at http://dot.net/ml Try the samples at http://aka.ms/mlnetsamples Read the docs at http://aka.ms/mlnetdocs Request features or contribute at http://aka.ms/mlnet Get… — read more

Mar 2, 2020
#Event – TechDay Conf, virtual sessions in English and French #techdayconf #techdayconf2020

Hi ! I will participate this Saturday on a full day of technical sessions around technologies like Machine Learning, Azure, Entity Framework, .Net Core and more! The agenda is amazing, take a look: Sessions in French 10h – 10h20: Denis Voituron – Evitez Entity Framework. Faites du Mappage Relationnel Objets 10h20 – 10h40: Charles-Henri Sauget… — read more

Feb 28, 2020
#Event – Resources used during Getting started with #MachineLearning.net with @TheDataGeeks

Hi! It was a placer to share some amazing and early time with the Data Platform Geeks in a webinar about Machine Learning.Net. Slides Source Code https://github.com/elbruno/events/tree/master/2020%2001%2021%20DPG%20MLNet Resources Get started at http://dot.net/ml Try the samples at http://aka.ms/mlnetsamples Read the docs at http://aka.ms/mlnetdocs Request features or contribute at http://aka.ms/mlnet Get help for going into production https://aka.ms/mlnetprod… — read more

Jan 22, 2020
#Event – Resources used during the #MachineLearning Galore at @MississaugaNetU

Hi! It was a placer to share some amazing time with the Mississauga .Net User Group last night in my last session of the decade. It was a full night focused on Artificial Intelligence and Machine Learning, and as usual is time to share the resources used in the session. Slides Source Code https://github.com/elbruno/events/tree/master/2019%2009%2005%20Global%20AI%20Night Resources… — read more

Dec 20, 2019