Marco Zamana
Machine Learning in ML.NET
#1about 6 minutes
Introducing ML.NET for .NET developers
ML.NET is a cross-platform, open-source framework that allows developers to integrate custom machine learning models into any .NET application.
#2about 11 minutes
Understanding the machine learning workflow and MLOps
The machine learning process involves a continuous cycle of preparing data, building and training models, deploying them, and monitoring for retraining.
#3about 8 minutes
Building a model with the Visual Studio Model Builder
A step-by-step guide shows how to use the Model Builder UI in Visual Studio to train a sentiment analysis model without writing code.
#4about 7 minutes
Exploring the auto-generated C# code from Model Builder
An analysis of the scaffolded code reveals key ML.NET concepts like ModelInput, ModelOutput, the data processing pipeline, and the MLContext class.
#5about 6 minutes
Training an object detection model with Azure Custom Vision
Learn how to use the Azure Custom Vision service to upload, tag, and train an image-based object detection model for export.
#6about 25 minutes
Consuming an ONNX model in a .NET console application
Write C# code from scratch to load a pre-trained ONNX model, build a data transformation pipeline, and make predictions for object detection.
#7about 8 minutes
Q&A on data, learning resources, and algorithms
The session concludes with answers to common questions about dataset size, getting started with ML.NET, platform support, and algorithm selection.
Related jobs
Jobs that call for the skills explored in this talk.
Picnic Technologies B.V.
Amsterdam, Netherlands
Intermediate
Senior
Python
Structured Query Language (SQL)
+1
Dennemeyer Group
Hesperange, Luxembourg
Intermediate
Senior
.NET
Structured Query Language (SQL)
Wilken GmbH
Ulm, Germany
Senior
Kubernetes
AI Frameworks
+3
Matching moments
02:20 MIN
The evolving role of the machine learning engineer
AI in the Open and in Browsers - Tarek Ziadé
09:10 MIN
How AI is changing the freelance developer experience
WeAreDevelopers LIVE – AI, Freelancing, Keeping Up with Tech and More
01:02 MIN
AI lawsuits, code flagging, and self-driving subscriptions
Fake or News: Self-Driving Cars on Subscription, Crypto Attacks Rising and Working While You Sleep - Théodore Lefèvre
05:03 MIN
Building and iterating on an LLM-powered product
Slopquatting, API Keys, Fun with Fonts, Recruiters vs AI and more - The Best of LIVE 2025 - Part 2
04:57 MIN
Increasing the value of talk recordings post-event
Cat Herding with Lions and Tigers - Christian Heilmann
04:28 MIN
Building an open source community around AI models
AI in the Open and in Browsers - Tarek Ziadé
03:07 MIN
Final advice for developers adapting to AI
WeAreDevelopers LIVE – AI, Freelancing, Keeping Up with Tech and More
05:55 MIN
The security risks of AI-generated code and slopsquatting
Slopquatting, API Keys, Fun with Fonts, Recruiters vs AI and more - The Best of LIVE 2025 - Part 2
Featured Partners
Related Videos
54:27Introduction to Azure Machine Learning
Jose Luis Latorre Millas
1:09:49Inside the AI Revolution: How Microsoft is Empowering the World to Achieve More
Simi Olabisi
47:19The state of MLOps - machine learning in production at enterprise scale
Bas Geerdink
27:23From ML to LLM: On-device AI in the Browser
Nico Martin
57:46Overview of Machine Learning in Python
Adrian Schmitt
41:45From Traction to Production: Maturing your LLMOps step by step
Maxim Salnikov
26:55How Machine Learning is turning the Automotive Industry upside down
Jan Zawadzki
2:11:02Intelligent Automation using Machine Learning
Boris Krumrey & Andreas Palfi & Radu Pruna
Related Articles
View all articles
.gif?w=240&auto=compress,format)
From learning to earning
Jobs that call for the skills explored in this talk.
European Tech Recruit
Municipality of Zaragoza, Spain
Junior
Python
Docker
PyTorch
Computer Vision
Machine Learning
+1
MediaMarktSaturn Retail Group
Ingolstadt, Germany
Python
Docker
PyTorch
Terraform
TensorFlow
+3
Neural Concept
Großmehring, Germany
Fluid
Python
Machine Learning
Zendesk
Berlin, Germany
Remote
API
Python
FastAPI
Machine Learning
+1
solera
Municipality of Madrid, Spain
API
Python
Docker
PyTorch
Grafana
+7
Robert Walters
Manchester, United Kingdom
£70-95K
Python
Docker
PyTorch
TensorFlow
+5
European Tech Recruit
Taramundi, Spain
Intermediate
Python
Docker
Machine Learning
Amazon Web Services (AWS)
Barcelona Supercomputing Center
Barcelona, Spain
Intermediate
Python
PyTorch
Machine Learning