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39:06
Data Science Follow 338 Followers

Deep Learning Applications in Business

Posted by Diego Klabjan  on  May 07, 2017 Posted by Diego Klabjan Follow 0 Followers  on  May 07, 2017

Diego Klabjan discusses models, implementations, and challenges developing applications for trading, forecasting, and healthcare, detailing relevant models and issues adopting and deploying them.

46:36
Data Science Follow 338 Followers

Products and Prototypes with Keras

Posted by Micha Gorelick  on  Apr 08, 2017 Posted by Micha Gorelick Follow 0 Followers  on  Apr 08, 2017

Micha Gorelick shows how to build a working product with Keras, a high-level deep learning framework, discussing design decisions, and demonstrating how to train and deploy a model.

38:49
Data Science Follow 338 Followers

Using Bayesian Optimization to Tune Machine Learning Models

Posted by Scott Clark  on  Feb 07, 2017 Posted by Scott Clark Follow 0 Followers  on  Feb 07, 2017

Scott Clark introduces Bayesian Global Optimization as an efficient way to optimize ML model parameters, explaining the underlying techniques and comparing it to other standard methods.

44:51
Culture & Methods Follow 235 Followers

There is No Spotify Model

Posted by Marcin Floryan  on  Oct 23, 2016 Posted by Marcin Floryan Follow 0 Followers  on  Oct 23, 2016

Marcin Floryan discusses the Spotify engineering culture.

44:42
Followers

Beyond Projects - Why Projects Are Wrong and What to Do Instead

Posted by Allan Kelly  on  Feb 07, 2015 1 Posted by Allan Kelly Follow 0 Followers  on  Feb 07, 2015 1

Allan Kelly examines the project model and shows why it does not match software development, outlining an alternative to the project model and what companies need to do to achieve it.

33:59
Followers

Data-Driven Software Engineering

Posted by Jevgeni Kabanov  on  Sep 27, 2014 1 Posted by Jevgeni Kabanov Follow 0 Followers  on  Sep 27, 2014 1

Jevgeni Kabanov discusses the results of a research on a delivering software model, the tools involved and the model itself, concluding on what one can expect from using certain tools.

38:46
Followers

Machine Learning for Relevance and Serendipity

Posted by Jenny Finkel  on  Oct 30, 2013 Posted by Jenny Finkel Follow 0 Followers  on  Oct 30, 2013

Jenny Finkel showcases Prismatic's use of machine learning and language processing to provide targeted content to their users based on a model built on users' way of interacting with their website.

49:55
Followers

The Functional Database

Posted by Rich Hickey  on  Oct 11, 2013 5 Posted by Rich Hickey Follow 28 Followers  on  Oct 11, 2013 5

Rich Hickey discusses how a functional database can impact the programming model, using Datomic as an example, but the principles apply to other systems using an immutable database.

54:26
Followers

Beyond Budgeting - a Management Model for New Business and People Realities

Posted by Bjarte Bogsnes  on  Sep 18, 2013 Posted by Bjarte Bogsnes Follow 0 Followers  on  Sep 18, 2013

Bjarte Bogsnes discusses Beyond Budgeting and tackling budgeting issues in traditional management, the Statoil "Ambition to Action" management model with implementation experiences and advice.

19:34
Followers

Cognitive Architectures: A Way Forward for the Psychology of Programming

Posted by Michael Hansen  on  Feb 11, 2013 Posted by Michael Hansen Follow 0 Followers  on  Feb 11, 2013

Michael Hansen presents the ACT-R cognitive architecture, a simulation framework for psychological models, showing how it could be used to measure the impact of various programming paradigms.

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Master-Builders Have Rich Conceptual Models of Software Design

Posted by George Fairbanks  on  Aug 22, 2012 1 Posted by George Fairbanks Follow 0 Followers  on  Aug 22, 2012 1

George Fairbanks stresses the importance of having a good grasp of various conceptual models in order to be a master-builder, translated into development as “learn your software architecture”.

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The Tactical and Strategic Art of Economic Models

Posted by Don Reinertsen  on  Aug 10, 2012 Posted by Don Reinertsen Follow 0 Followers  on  Aug 10, 2012

Don Reinertsen outlines the need for using an economic model for development, explaining what that is emphasizing the cost of delay, how an economic model looks like, how to build and use one.

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