BigDataFr recommends: Strategies and Principles of Distributed Machine Learning on Big Data ? The rise of Big Data has led to new demands for Machine Learning (ML) systems to learn complex models with millions to billions of parameters, that promise adequate capacity to digest massive datasets and offer powerful predictive analytics thereupon. In order to […]
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[HAL] BigDataFr recommends: Large Interactive Visualization of Density Functions on Big Data Infrastructure
BigDataFr recommends: Large Interactive Visualization of Density Functions on Big Data Infrastructure Abstract Recently, hybrid multi-site big data analytics (that combines on-premise with off-premise resources) has gained increasing popularity as a tool to process large amounts of data on-demand, without additional capital investment to increase the size of a single datacenter. However, making the most […]
[Informationweek] BigDataFr recommends: Algorithms – Turning Data Into Products
BigDataFr recommends: Algorithms – Turning Data Into Products Blame Persian mathematician Al-Khwarizmi. Around 825 AD, he wrote a book entitled « Al-Khwarizmi on the Hindu Art of Reckoning, » basically a math book using the numbers we use today. It was translated into Latin as « Algorithmi de numero Indorum. » From this, we get our current word « algorithm ». […]
[analyticsvidhya] BigDataFr recommends: New Year Resolutions for a Data Scientist #datascientist
BigDataFr recommends: New Year Resolutions for a Data Scientist Introduction New Year is not just replacing your table calendar with a new one or waking up next morning rubbing your eyes. It’s celebrating the joy of a new beginning. It gives a perfect reason to inculcate new habits. It is the arrival of new ‘Hope’. […]
[Businessoverbrodway – BOB] BigDataFr recommends: Getting More Insights from Data: Nine Facts about the Practice of Data Science
BigDataFr recommends: Getting More Insights from Data: Nine Facts about the Practice of Data Science The value of data is measured by what you do with it, and organizations are relying on data scientists to extract that value. I recently conducted a survey of data professionals to better understand what it means to be a […]
[arXiv] BigDataFr recommends: Measuring Social Well Being in The Big Data Era: Asking or Listening?
BigDataFr recommends: Measuring Social Well Being in The Big Data Era: Asking or Listening? The literature on well being measurement seems to suggest that « asking » for a self-evaluation is the only way to estimate a complete and reliable measure of well being. At the same time « not asking » is the only way to avoid biased […]
[Datasciencecentral] BigDataFr recommends: Data Mining for Predictive Social Network Analysis
BigDataFr recommends: Data Mining for Predictive Social Network Analysis Social networks, in one form or another, have existed since people first began to interact. Indeed, put two or more people together and you have the foundation of a social network. It is therefore no surprise that, in today’s Internet-everywhere world, online social networks have become […]
[HAL] BigDataFr recommends: Large Interactive Visualization of Density Functions on Big Data Infrastructure
BigDataFr recommends: Large Interactive Visualization of Density Functions on Big Data Infrastructure Abstract Point set visualization is required in lots of visualization techniques. Scatter plots as well as geographic heat-maps are straightforward examples. Data analysts are now well trained to use such visualiza- tion techniques. The availability of larger and larger datasets raises the need […]
[Forbes] BigDataFr recommends: Big Data, Taylor Swift And The Future Of The Music Industry
BigDataFr recommends: Big Data, Taylor Swift And The Future Of The Music Industry It wasn’t long ago that it was a common belief that the internet was killing the music industry. For many years the industry failed to keep pace with technology – meaning consumers turned in droves to illegal downloading for the sake of […]
[Dataconomy] BigDataFr recommends: I don’t think that you should approach big data as a solution in search of a problem #datascientist
BigDataFr recommends: Data is the first class citizen Algorithms and models are just helpers – Interview with Dato’s Alice Zheng What project have you worked on do you wish you could go back to, and do better? I think that pretty much applies to any project you do as a data scientist. When you’re developing […]