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Machine Learning and AI with ML.NET

21 Hours
ML.NET is a framework for machine learning applications built upon the .NET development platform by Microsoft. It is extensible to multiple operating systems and can perform various machine learning prediction tasks. The central ML.NET tools are the ML.NET CLI and Model Builder which allow .NET developers to generate, train, and deploy machine learning models based on the objectives of an enterprise. This instructor-led, live training (online or onsite) is aimed at data scientists and developers who wish to use ML.NET machine learning models to automatically derive projections from executed data analysis for enterprise applications. By the end of this training, participants will be able to:
  • Install ML.NET and integrate it into the application development environment.
  • Understand the machine learning principles behind ML.NET tools and algorithms.
  • Build and train machine learning models to perform predictions with the provided data smartly.
  • Evaluate the performance of a machine learning model using the ML.NET metrics.
  • Optimize the accuracy of the existing machine learning models based on the ML.NET framework.
  • Apply the machine learning concepts of ML.NET to other data science applications.
Format of the Course
  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.
Course Customization Options
  • To request a customized training for this course, please contact us to arrange.
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Testimonials(15)

hands on training

Robert Badeloe
Course - IIS 7 and ASP.NET Administration

It was interactive, I could ask many questions and the instructor would modify his lecture to answer my questions

Cynthia Rodriguez - RoyalRoads University
Course - Programming using ASP.NET MVC 4

I appreciated Fulvio's wide breadth of knowledge. Not only was he familiar with the course content, but he also knew of constructs in languages we were familiar with to make examples more meaningful to us. During intervals he shared his knowledge of technologies and solutions outside the training scope to provide insights into other solutions we could use in future (and future training).

Raphael - Markit Valuations Limited
Course - Developing Desktop Applications with Visual Studio 2012, VB.NET and SQL Server 2012

Colin approached the subject in a way, and using language in a way that made it easy to understand. He managed to cover a vast amount in a small time without making it seem like "Information Overload". The training was done in a way that ensures you to take in information and use it going forward, rather than detaching each part from the next.

David - Sepura Plc
Course - Programming in C#

Colin succeeded to deliver the contents of the course in a smooth way and explain in simple terms when the audience had a misunderstanding. The transition he has made from one chapter to another is outstanding. Just like a story teller, combining theory with practical exercises, he managed greatly to capture our attention.

Ionel - Sepura Plc
Course - Programming in C#

I thought Colin was an excellent teacher. Very knowledgeable and enthusiastic about the subject, but also kind and encouraged questions and made me feel comfortable asking. He adjusted the materials to suit me and spent some time working on some foundation points that were not in the workbook to ensure I had developed a good understanding. I appreciated that he took a little additional time to work through a few more points he thought would be useful to me, and then recommended some additional material that he thought would be beneficial in my future learning. I wish the course could have been longer!

Caltha Stevenson-Hanns - UCEM
Course - Programming in C#

Getting programming knowledge refreshed

Malcolm Mikkelsen - Emerson Process Management
Course - Programming in C#

It was a compact and well delivered one

Antonio Rojas
Course - IIS 8 and ASP.NET Administration

The trainer was friendly and well spoken. You could tell he knew what he was talking about.

Tom - Leeds Building Society
Course - SpecFlow: Implementing BDD for .NET

Colin was available throughout the course, nothing was too much for him. He answered all the questions confidently..

Satinder Suri - Leeds Building Society
Course - SpecFlow: Implementing BDD for .NET

The trainer was clear in head and well organised with the program that gave us a good background with the training. The trainer was very open to questions and resolved them irrespective of the time.

Ashwin - Leeds Building Society
Course - SpecFlow: Implementing BDD for .NET

Gherkin specflow scenarios

kiran kaur - Queensland Police Service
Course - SpecFlow: Implementing BDD for .NET

on how khoebib help everyone if there is a problem.

Kim Justine Agoncillo - Metropolitan Bank and Trust Company
Course - Microservice Patterns: Migrating from a Monolithic to a Microservice Architecture with .Net

architecture and functionality of macroservice

Allan Golondrina - Metropolitan Bank and Trust Company
Course - Microservice Patterns: Migrating from a Monolithic to a Microservice Architecture with .Net

Topics tailored to our needs, interesting tips, practical exercises, knowledge of the instructor.

Anna - Ultimo S.A.
Course - Introduction to UiPath RPA - Three Day Workshop

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