Michał Łusiak
Michał is software developer from Poland, currently living in Sweden. On the daily job, he works mostly with backends for web and mobile applications. He has worked with many programming stacks but currently focuses mostly on .NET. Big fan of functional languages. Recently interested in machine learning and data science. Aviation geek, skier and wheels of fury.
How to Use Machine Learning and .NET to Write Crushing Metal Riffs
ML.NET is still fairly fresh Microsoft venture into deep learning. It's written in .NET Core and a lot of good thinking went into it. It's definitely the best hope for .NET developers to do machine learning natively and easily incorporate it into existing apps. CNTK is another venture into ML for Microsoft, that allows you better control over what you're doing.
And to show the power of both of them, we'll harness deep learning to help a metal band to get out of their rut by writing for them some awesome new riffs.
From this talk, you'll learn how to use ML.NET and CNTK, how some deep learning techniques like Recurrent Neural Networks work and how to write a metal songs!
Michał is software developer from Poland, currently living in Sweden. On the daily job, he works mostly with backends for web and mobile applications. He has worked with many programming stacks but currently focuses mostly on .NET. Big fan of functional languages. Recently interested in machine learning and data science. Aviation geek, skier and wheels of fury.
How to Use Machine Learning and .NET to Write Crushing Metal Riffs
ML.NET is still fairly fresh Microsoft venture into deep learning. It's written in .NET Core and a lot of good thinking went into it. It's definitely the best hope for .NET developers to do machine learning natively and easily incorporate it into existing apps. CNTK is another venture into ML for Microsoft, that allows you better control over what you're doing.
And to show the power of both of them, we'll harness deep learning to help a metal band to get out of their rut by writing for them some awesome new riffs.
From this talk, you'll learn how to use ML.NET and CNTK, how some deep learning techniques like Recurrent Neural Networks work and how to write a metal songs!