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Tokyo webmining 2017-10-28

tokyo-webmining-20171028-81317988

Kimikazu Kato

機械学習ゴリゴリ派のための数学とPython

python-77416274

Pythonを使った機械学習の学習

python-71462844

Fast and Probvably Seedings for k-Means

fast-and-probvably-seedings-for-kmeans

Pythonで機械学習入門以前

python-62836565

Pythonによる機械学習

python-62212519

Introduction to behavior based recommendation system

introduction-to-behavior-based-recommendation-system

Pythonによる機械学習の最前線

python-57875594

Sparse pca via bipartite matching

sparse-pca-via-bipartite-matching

正しいプログラミング言語の覚え方

ss-54326976

養成読本と私

ss-52652750

Introduction to NumPy for Machine Learning Programmers

introduction-to-num-py-for-machine-learning-programmers

Recommendation System --Theory and Practice

recommendation-system-theory-and-practice

A Safe Rule for Sparse Logistic Regression

nips2014yomi

特定の不快感を与えるツイートの分類と自動生成について

xing-hackathon

I work as Chief Scientist at Silver Egg Technology. My main job is to design an algorithm to improve the accuracy of the existing recommender system for shopping sites. I specialize in machine learning, algorithms, and mathematical modeling.

I have been engaged in many kinds of projects in 10+ years of my career, but most of them are, to some extent, related to mathematics. I regard mathematics is the core of my skill.

Experience in 
- software design
- algorithm design for geometric computation and data mining
- technology consulting

Knowledge:
- mathematics
- machine learning
- both practical and theoretical aspect of algorithms

Skills:
- Computer languages: Python, C, C++, ruby, OC...