Speaker: Alena Hall

Software Solutions Architect

Alena Dzenisenka is a young researcher in the field of theoretical mathematical abstractions and innovative algorithmic models possible in modern programming concepts. She is a member of F# Software Foundation Board of Trustees. Alena currently works as a Software Architect and has more than 10 years of professional experience including complex distributed systems and cloud computing. She has become MCP at the age of 16. Alena teaches F# and speaks at international conferences.

Find Alena Hall at

Software Solutions Architect

Talk: NET Machine Learning: F# and Accord.NET

Track: The Amazing Potential of .NET Open Source

Location: Seacliff A/B

Duration: 1:40pm - 2:30pm

Machine learning is gaining momentum with the increase of necessity to understand data much more efficiently, to predict better for competitive profit and research. In this talk we'll run over various machine learning algorithms available in the Accord.NET - a framework for machine learning and scientific computing in .NET. We'll also have a look at sample types of problems to see how we can apply machine learning algorithms using Accord.NET framework with F# functional approach.

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Covering innovative topics

Monday Nov 16

Architectures You've Always Wondered About

Silicon Valley to Beijing: Exploring some of the world's most intrigiuing architectures
Applied Machine Learning

How to start using machine learning and data science in your environment today. Latest and greatest best practices.
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Exciting new standards like Service Workers, Push Notifications, and WebRTC are making the browser a formidable platform.
Modern Languages in Practice

The rise of 21st century languages: Go, Rust, Swift
Org Hacking

Our most innovative companies reimagining the org structure
Design Thinking

Level up your approach to problem solving and leave everything better than you found it.

Tuesday Nov 17

Containers in Practice

Build resilient, reactive systems one service at a time.
Architecting for Failure

Your system will fail. Take control before it takes you with it.
Modern CS in the Real World

Real-world Industry adoption of modern CS ideas
The Amazing Potential of .NET Open Source

From language design in the open to Rx.NET, there is amazing potential in an Open Source .NET
Optimizing You

Keeping life in balance is always a challenge. Learning lifehacks
Unlearning Performance Myths

Lessons on the reality of performance, scale, and security

Wednesday Nov 18

Streaming Data @ Scale

Real-time insights at Cloud Scale & the technologies that make them happen!
Taking Java to the Next Level

Modern, lean Java. Focuses on topics that push Java beyond how you currently think about it.
The Dark Side of Security

Lessons from your enemies
Taming Distributed Architecture

Reactive architectures, CAP, CRDTs, consensus systems in practice
JavaScript Everywhere!

Javascript is Everywhere. Learn why
Culture Reimagined

Lessons on building highly effective organizations

Schedule

Find Alena Hall at

Talk: NET Machine Learning: F# and Accord.NET

Other talks from the same track

Tracks

Covering innovative topics

Monday Nov 16

Tuesday Nov 17

Wednesday Nov 18

Conference for Professional Software Developers

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