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Almost two years ago, I wrote a post about the situation of "Data Scientist" and "Artificial Intelligence" at that time. After two years have passed, now what's happening and what do we see? Below is a summary of current situation of data science, data scientist, artificial intelligence and related topics in Japan. Artificial intelligence (AI) has attracted more and more attention from all over th
Two years ago, I published a book -- written in Japanese so I'm afraid most of the readers can't read it :'( Actually this book was written as a summary of 10 major data science methods. But as two years have gone, the content of the book is now out-of-date; obviously it needs further update, including some more advances in statistics and machine learning. Below is a list of the 10+2 methods that
This post is reproduced from a post of my Japanese blog. A friend of mine, an academic researcher in machine learning field tweeted as below. imbalanced data に対する対処を勉強していたのだけど,[Wallace et al. ICDM'11] https://t.co/ltQ942lKPm … で「undersampling + bagging をせよ」という結論が出ていた.— ™ (@tmaehara) July 29, 2017 I've studied how to handle imbalanced data, but I found Wallace et al. ICDM'11 concluded that you shou
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