Category: Data Science Papers
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Data Science Papers for Spring 2020
The world of data science is rapidly evolving. Here are a few data science papers I have found interesting. What’s Wrong with Computational Notebooks? Pain Points, Needs, and Design OpportunitiesThis paper is a study done on the usage of notebooks for data science. It cover a bunch of the negative impacts of using notebooks for…
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Data Science Papers – Summer 2019 edition
Looking for a few academic data science papers to study? Here are a few I have found interesting. The are not all from the past 12 months, but I am including them anyhow. Cloud Programming Simplified: A Berkeley View on Serverless Computing (2019) – Serverless computing is very popular nowadays and this article covers some…
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Papers for Teaching Undergraduate Data Science
If you work at a university and are considering starting an undergraduate program in data science, then today’s post is for you. A Guide to Teaching Data Science [2016] – focuses on increasing 3 skills (create, connect, compute) within Statistics departments to develop data science Teaching the Foundations of Data Science: An Interdisciplinary Approach [2016]…
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Deep Learning Research Paper Lists for Summer 2017
A timeline of Deep Learning papers (with download links) written since 2011 A large collection of Deep Learning papers broken out by specific topic. It also includes ratings. A list of papers to compliment Deep Learning Book The last links are not official academic papers, but they are quite good resources on deep learning. Revolution…
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5 Data Science Research Papers to read in Summer 2017
In the past, the blog has included 7 Important Data Science Papers and 5 More Data Science Papers. Here is another list if you are looking for something to read over the summer. Spark: Cluster Computing with Working Sets Ten Simple Rules for Effective Statistical Practice Probabilistic machine learning and artificial intelligence A survey on…
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5 more Data Science Papers
Not too long ago, I posted a list of 7 Data Science Papers. Since then, I have found a few more interesting and more recent developments in data science. Recursive Deep Models … – Recent Paper from Stanford about Sentiment Analysis with deep learning Google Spanner – Google’s globally distributed database Google Megastore – Another…
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7 Important Data Science Papers
It is back-to-school time, and here are some papers to keep you busy this school year. All the papers are free. This list is far from exhaustive, but these are some important papers in data science and big data. Google Search PageRank – This is the paper that explains the algorithm behind Google search. Hadoop…
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Data Science: The Paper that Started it All
Although Tobias Mayer may be known as the first data scientist, he did not coin the term data science. According to Wikipedia, the first use of the term data science was in 2001. Data Science: An Action Plan for Expanding the Technical Areas of the Field of Statistics was published in the April 2001 edition…