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Hi there ๐Ÿ‘‹

Here are a few things that describe me:

  • โšก I'm currently working full-time at Guzman Energy as a Data Scientist
  • ๐Ÿ’ผ I use Python to perform data analysis and use React with TypeScript to develop web application at work.
  • ๐Ÿ’ป I maintain a personal web application at Yuki's App by NextJS and AWS.
  • ๐ŸŒฑ Iโ€™m currently learning more about machine learning and system design.
  • ๐Ÿ“ซ How to reach me: Message me in LinkedIn. Here is my profile Yuki Kitayama
  • ๐ŸŽพ Fun fact: I'm actively playing tennis at USTA and Universal Tennis

Yuki Kitayama's Projects

lab04 icon lab04

Web scraping, APIs, and Twitter

leetcode-python icon leetcode-python

Daily LeetCode with Python. LeetCode ID: yukikitayama. https://leetcode.com/yukikitayama/. Python coding YouTube: https://www.youtube.com/channel/UCF5zMl6jTJaHpyxLj66FAXw

linalgcourse icon linalgcourse

Python and MATLAB code for online linear algebra course

machine-learning icon machine-learning

Linear algebra in machine learning, non-linear regressions, object detection, image classification, dimension reduction, natural language processing

mean-stack icon mean-stack

Learning MEAN stack by Angular & NodeJS - The MEAN Stack Guide (https://www.udemy.com/course/angular-2-and-nodejs-the-practical-guide/)

myitsm icon myitsm

R analysis of Introduction of Time Series and Forecasting

nlp-datasets icon nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

object_detection icon object_detection

Originated from group project of Advanced Data Analysis course at Columbia University, and I'm extending it further here

ptan icon ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

react icon react

I use this repo for testing new react components

react-complete-guide icon react-complete-guide

React - The Complete Guide (incl Hooks, React Router, Redux) https://www.udemy.com/course/react-the-complete-guide-incl-redux/

recommendation_system icon recommendation_system

Implement movie database and rating database. Use collaborative filtering averages to recommend movies.

redis icon redis

Understand concept and learn how to use it

reinforcement-learning-2 icon reinforcement-learning-2

This repository contains the code to the corresponding blog post: Reinforcement learning โ€“ Part 2: Getting started with Deep Q-Networks.

rstanbook icon rstanbook

ใ€ŽStanใจRใงใƒ™ใ‚คใ‚บ็ตฑ่จˆใƒขใƒ‡ใƒชใƒณใ‚ฐใ€ใฎใ‚ตใƒใƒผใƒˆใƒšใƒผใ‚ธใงใ™.

scala icon scala

repository for scala files from Martin Odersky's class

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