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spark notebook 간단하다고 한다.

zeppelin windows

• Apache Spark로 시작하는 머신러닝 입문 타이타닉 데이터를 사용해 Spark를 사용해 머신러닝 https://www.youtube.com/watch?v=PRLz11vv7VA

• Python + Spark, 머신러닝을 위한 완벽한 결혼
  https://www.youtube.com/watch?v=JEBNNE09JEQ

• Auto-scalable microservices for Machine Learning @ UnifyID
  https://www.youtube.com/watch?v=f3PfEctffAU

Methods for Interpretable Machine Learning
https://www.youtube.com/watch?v=7-XGllMf2ZI

Clean Code in Jupyter notebooks, using Python
https://www.youtube.com/watch?v=2QLgf2YLlus

https://dzone.com/articles/pushing-jupyter-notebooks-to-production

run-jupyter-notebook-script-from-terminal
http://deeplearning.lipingyang.org/2018/03/28/run-jupyter-notebook-script-from-terminal/

Successfully installed dask-glm-0.2.0 dask-ml-0.11.0 multipledispatch-0.6.0 scikit-learn-0.20.2

%load_ext line_profiler
hub.mybinder.org
https://github.com/dask/dask-tutorial

dask-ml Pipelines and Composite Estimators
http://ml.dask.org/preprocessing.html#

Making the Big Data ecosystem work together with Python - Holden Karau
PySpark를 사용하라는 것 같다. https://www.youtube.com/watch?v=LOHVKYtUO-o&index=2&list=PLGVZCDnMOq0ovNxfxOqYcBcQOIny9Zvb-

Going Full Stack with Data Science: Using Technical Readiness.
https://www.youtube.com/watch?v=huqpXMNFD54

%load_ext line_profiler

Test-Driven Data Analysis - Nick Radcliffe
https://www.youtube.com/watch?v=fw6P6VFPo24&index=7&list=PLGVZCDnMOq0ovNxfxOqYcBcQOIny9Zvb-

싸이파이, 대스크, 눔바, 싸이썬, HPAT··· 더 좋아진 필수 파이썬 툴 5종 http://www.ciokorea.com/news/35975

https://nittaku.tistory.com/114

Dask 사용법 기초
https://datascienceschool.net/view-notebook/2282b75b2a63448087b77269885c27cb/

Dask is a flexible library for parallel computing in Python. https://dask.readthedocs.io/en/latest/

Pandas DataFrame을 병렬처리 하는 방법
https://swalloow.github.io/pandas-parallel

https://medium.com/dunder-data/selecting-subsets-of-data-in-pandas-6fcd0170be9c

https://chriskiehl.com/article/parallelism-in-one-line

pandas 조건 행 삭제
http://nittaku.tistory.com/112

pandas https://stackoverflow.com/questions/45352909/pandas-indexingerror-unalignable-boolean-series-provided-as-indexer

파이썬을 명령 프롬프트에서 실행하는 방법
https://soooprmx.com/archives/6471

Rapid Environment Editor
https://www.rapidee.com/en/download

Welcome to the ReadTheDocs wiki!

plotnine : r의 ggplot

pd melt missingno 결측치 패턴을 시각화 https://www.youtube.com/watch?v=GlJVV43O8po

boostnote-개발자를-위한-데스크탑-노트-앱 https://www.makeuseof.com/tag/best-note-taking-tools-programmers/

install-tensorflow
https://github.com/smart1004/learn_src/wiki/tensorflow_install

https://rpy2.github.io/doc/latest/html/overview.html#installation

http://pbpython.com/pandas_dtypes.html

https://wikidocs.net/28 파이썬 일반

https://realpython.com/python-testing/

logging in python
http://hamait.tistory.com/880
https://stackoverflow.com/questions/1508467/log-exception-with-traceback

pandas https://dandyrilla.github.io/2017-08-12/pandas-10min/

https://docs.python.org/ko/3/tutorial/inputoutput.html

jep
http://tkyoo.tistory.com/71

Java-CLASSPATH
http://msryu.tistory.com/entry/Java-CLASSPATH%EC%9D%98-%EC%A0%95%EC%9D%98-%EB%B0%8F-%EC%84%A4%EC%A0%95-%EB%B0%A9%EB%B2%95

http://linuxism.tistory.com/3

dplyr impaladb
https://github.com/piersharding/dplyrimpaladb/issues/7

Advanced Metaphors in Coding with Python
https://www.youtube.com/watch?v=R2ipPgrWypI