An enlightening video about how a single pixel change can fool a neural network.
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 … Continue reading 7 Important Data Science Papers
Pedro Domingos of the Department of Computer Science and Engineering at the University of Washington provides a very useful paper with tips for machine learning. The paper is title, A Few Useful Things to Know about Machine Learning [pdf]. Below are the 12 useful tips. LEARNING = REPRESENTATION + EVALUATION + OPTIMIZATION IT’S GENERALIZATION THAT … Continue reading 12 Useful Tips for Machine Learning
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 … Continue reading Data Science: The Paper that Started it All