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Mise en données du monde, le déluge numérique, par Kenneth Cukier et Viktor Mayer-Schönberger (Le Monde diplomatique)

Mise en données du monde, le déluge numérique, par Kenneth Cukier et Viktor Mayer-Schönberger (Le Monde diplomatique) | Software development | Scoop.it
Amitiés, pensées, échanges, déplacements : la plupart des activités humaines donnent désormais lieu à une production massive de données numérisées. Pour le meilleur ou pour le pire.
Vincent Poulain's insight:

"De la fonction attribuée aux données de masse dépend la survie de la notion de progrès. Elles facilitent l’expérimentation et l’exploration, mais elles se taisent quand apparaît l’étincelle de l’invention. Si Henry Ford avait interrogé des algorithmes informatiques pour évaluer les attentes des consommateurs, ils lui auraient probablement répondu :« Des chevaux plus rapides. »"

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vue.js - Intuitive, Fast and Composable MVVM for building interactive interfaces.

vue.js - Intuitive, Fast and Composable MVVM for building interactive interfaces. | Software development | Scoop.it

Vue.js is a library for building interactive web interfaces. 

It provides efficient MVVM data bindings with a simple and flexible API.

 

Technically, Vue.js is focused on the ViewModel layer of the MVVM pattern. It connects the View and theModel via two way data bindings. Actual DOM manipulations and output formatting are abstracted away into Directives and Filters.

Philosophically, the goal is to provide the benefits of MVVM data binding with an API that is as simple as possible. Modularity and composability are also important design considerations. It is not a full-blown framework - it is designed to be simple and flexible. You can use it alone for rapid prototyping, or mix and match with other libraries for a custom front-end stack. It’s also a natural fit for no-backend services such as Firebase.

Vue.js’ API is heavily influenced by AngularJS, KnockoutJS, Ractive.js and Rivets.js. Despite the similarities, I believe Vue.js offers a valuable alternative to these existing libraries by finding a sweetspot between simplicity and functionality.

 


Via Jan Hesse
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PyStan: A Basic Tutorial of Bayesian Data Analysis in Python

PyStan:  A Basic Tutorial of Bayesian Data Analysis in Python | Software development | Scoop.it
I've been waiting for PyStan for a little while, and it has arrived. The STAN team has posted great examples of the STAN modeling language and very brief examples of how to run PyStan. However, the...
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There Is No Magic JavaScript Framework

There Is No Magic JavaScript Framework | Software development | Scoop.it
The strongest JavaScript framework/library/utility/shim in a developer’s toolbelt is their brain. There is no perfect [noun|verb|adjective].js that will will magically solve 100% of your apps features with clever engineering.

Via Jan Hesse
Vincent Poulain's insight:

Be smarter to choose javascript framework

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API Versioning: 3 Ways to Architect Your API to Handle Versioned Requests - Web Development Advice and Tips

API Versioning: 3 Ways to Architect Your API to Handle Versioned Requests - Web Development Advice and Tips | Software development | Scoop.it
Read for a detailed explanation of three different ways API versioning can be handled effectively. Plus, tips on version identification and hypermedia APIs.
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API Versioning: 3 Ways to Architect Your API to Handle Versioned Requests

API Versioning: 3 Ways to Architect Your API to Handle Versioned Requests | Software development | Scoop.it
Read for a detailed explanation of three different ways API versioning can be handled effectively. Plus, tips on version identification and hypermedia APIs.

Via Srdjan Strbanovic, Luis Black
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Sharing large data structures between Python processes

At Repustate, much of our data models we use in our text analysis can be represented as simple key-value pairs, or dictionaries in Python lingo.
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16 Free eBooks On Machine Learning!

16 Free eBooks On Machine Learning! | Software development | Scoop.it
Those involved in the field of Robotics and Artificial Intelligence are well aware of 'Machine Learning'. Here we bring to you 16 ebooks on the discipline, which are free to read and download!
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