Creative Commons

The problem with public domain / CC image models and why “Opt-Out” is needed. I’ve seen a few suggestions that ML tools could ‘just use public domain / creative commons”. …

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — DSD: Data Science Discovery, is a UC Berkeley Data Science research program that connect undergraduates, academic researchers, non-profit organizations, and industry partners into teams towards their technological developments. Preface So what is Quantifying the Commons? Over the years from 2014 to 2017, Creative Commons has been releasing a series of reports…

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — In this post, I wrap up the work-explaining portion of this blog series with future expectations and possible next steps. DSD: Data Science Discovery, is a UC Berkeley Data Science research program that connect undergraduates, academic researchers, non-profit organizations, and industry partners into teams towards their technological developments.

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — In this gigantic text-post, I take my intermediate steps onto making a Machine Learning model for the Quantifying the Commons initiative, discussing: the training, tuning, and final analyses of models. DSD: Data Science Discovery, is a UC Berkeley Data Science research program that connect undergraduates, academic researchers, non-profit organizations, and…

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — In this massive text-post, I take my intermediate steps onto making a Machine Learning model for the Quantifying the Commons initiative, discussing: the word embedding options of a model, and the basics of training a model. DSD: Data Science Discovery, is a UC Berkeley Data Science research program that connect…

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — In this massive text-post, I take my first steps onto making a Machine Learning model for the Quantifying the Commons initiative, discussing: what question should the model answer, what data should the model receive, and the brainstorms for it. DSD: Data Science Discovery, is a UC Berkeley Data Science research…

In this blog series, I discuss the work I’ve done as a DSD student researcher from UC Berkeley at Creative Commons. — In this massive post, I take my first steps onto making a Machine Learning model for the Quantifying the Commons initiative, discussing: what question should the model answer, what data should the model receive, and the preliminary engineerings for it. Post 7A/10 is here. DSD: Data Science Discovery, is a…