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01:04:10

Practical Machine Learning

Posted by Seth Juarez  on  Oct 11, 2014

Seth Juarez introduces the nuML machine learning library, addressing the clustering issue in .NET applications by focusing on recommendation engines and anomaly detection.

57:49

The Secrets of LINQ: The Modern Day Houdini

Posted by Brian Korzynski  on  Oct 03, 2014

Brian Korzynski unveils the secrets on LINQ, how it works and the constructs it uses, covering Funcs, Actions, lambdas, and expressions.

55:43

Introduction to TypeScript

Posted by Bill Wagner  on  Aug 12, 2014

Bill Wagner introduces TypeScript presenting its basic features such as its syntax and using JavaScript libraries.

01:07:52

Building Connected Android Apps with Azure

Posted by Chris Risner  on  Aug 02, 2014

Chris Risner demos an Android app built with Azure Mobile Services using structured data stored in the cloud, GCM push notifications with a single line of code, authentication, security and others.

01:01:21

Doing Data Science with F#

Posted by Tomas Petricek  on  Jul 18, 2014

Tomas Petricek introduces F#’s capabilities in dealing with scientific data: type providers -CSV, XML, JSON, REST-, interactive development, data visualization libraries, integration with R or MathLab

40:20

The Microsoft Cloud OS Data Platform

Posted by Anthony Saxby  on  Jun 07, 2014

Anthony Saxby introduces the new capabilities added to SQL Server, SQL Server PDW and HDInsight in the first half of 2014.

54:47

A Practical Implementation of Async

Posted by Mitchel Sellers  on  May 31, 2014

Mitchel Sellers uses multiple real-world applications to show practical implementations of Async within actual applications, covering various scenarios and implementations of the Async pattern.

41:52

All Your Types Are Belong to Us!

Posted by Phil Trelford  on  Apr 13, 2014

Phil Trelford demoes accessing a variety of data sources via F# Type Providers.

40:50

Building a Language for Spreadsheet Refactoring

Posted by Felienne Hermans  on  Mar 20, 2014 2

Felienne Hermans introduces BumbleBee, a refactoring and metaprogramming spreadsheets tool based on a DSL that can perform transformations against spreadsheet formulas.

46:59

Delivering Performance Under Schedule and Resource Pressure: Lessons Learned at Google and Microsoft

Posted by Ivan Filho  on  Mar 06, 2014

Ivan Filho shares lessons learned during the development and release of several large scale services at Microsoft and Google from the perspective of a performance manager.

52:01

Excel Coding Errors Are Destroying World Economies and F# (with Tsunami) Is Here to Stop Them!

Posted by Matthew Moloney  on  Mar 05, 2014

Matthew Moloney discusses using F# and .NET inside Excel, demonstrating doing big data, cloud computing, using GPGPU and compiling F# Excel UDFs.

57:47

The Yin and Yang of Hardware Heterogeneity: Can Software Survive?

Posted by Kathryn S. McKinley  on  Jan 12, 2014

Kathryn S. McKinley discusses research approaches and results that abstract, choose, and exploit hardware heterogeneity providing computational power at low energy consumption levels.

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