Contents
1
螳
2
襭 讌螻 譴觜(Data Collection & Preparation)
3
蠍一糾(Descriptive Statistics)
4
一危 覿(Exploratory Data Analysis)
5
豢(Estimation)
6
螳 蟆(Hypothesis Testing)
7
蠏(Regression)
8
覿襯(Classification)
9
蟲一(Clustering)
10
螳
11
觜
12
谿瑚襭
煙...
Python朱 企慨り 螻 .. 讌蟾讌 R ク.. .. 蠍 ..
れ 蠏碁殊 螳旧 一危 覿 襴 覲伎譴. 糾 襾語 蟆所螳 覈誤螻 覿覈 蟲讌
[1]
讌襷,
糾(Statistics): 豢(Estimation), 螳 蟆讀(Hypothesis Testing)
襾語 (Machine Learning): 覿襯(Classification), 蟲一(Clustering), 蠏(Regression)
螻 螳 覿襯覃 譟郁 ク 蟆 螳.
import pandas as pd import numpy as np
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1
螳
#
覯伎 瑚蟯
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2
襭 讌螻 譴觜(Data Collection & Preparation)
#
一危 所鍵
[2]
DB 一危 所鍵
File 一危 所鍵
覓語企 DataFrame 襷り鍵
JSON 燕蠍
Hive 一危 所鍵
一危 譴觜
[3]
DataFrame SQL襦 る蠍
[4]
DataFrame - iris
DataFrame - 誤語 ろ 誤碁 蠍
Hash Table 企願鍵
蠍 一 豌襴襯 覈 - KoNLPy 螳
(http://pinkwink.kr/1025?category=580892)
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3
蠍一糾(Descriptive Statistics)
#
.. python朱 伎 ? SQL螻 Excel ク 襷伎..
覈
一危一 危企ゼ 螳螻
一危一 轟 覦 覿
一危 危エ覲願鍵
Python - Scatter Plot
Python - Histogram
Python - Arrow
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4
一危 覿(Exploratory Data Analysis)
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5
豢(Estimation)
#
覯伎 - 讌蠍
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6
螳 蟆(Hypothesis Testing)
#
Python - t-test
Python - 觜 蟆
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7
蠏(Regression)
#
Python - Linear Regression
Python - Non-Linear Regression
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8
覿襯(Classification)
#
覿襯蠍
Python - kNN
k-Nearest Neighbors
Python - Logistic Classification
Python - Support Vector Machine
Python - Neural network
Python - Extremely Randomized Trees
焔ロ螳
Python - Confusion Matrix
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9
蟲一(Clustering)
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DBSCAN
Word2Vec
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10
螳
#
https://matplotlib.org/api/_as_gen/matplotlib.pyplot.plot.html
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11
觜
#
覈 覦 覿り鍵
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12
谿瑚襭
#
Python-Tip
蠍壱語 覩
Python Flask 襦 螳 REST API 燕蠍
(https://medium.com/@feedbotstar/python-flask-%EB%A1%9C-%EA%B0%84%EB%8B%A8%ED%95%9C-rest-api-%EC%9E%91%EC%84%B1%ED%95%98%EA%B8%B0-60a29a9ebd8c)
Pyspark Start
Big Data: On RDDs, Dataframes,Hive QL with Pyspark and SparkR-Part 3
(https://www.r-bloggers.com/big-data-on-rdds-dataframeshive-ql-with-pyspark-and-sparkr-part-3/)
覲豌襴
Novelty and Outlier Detection
(http://scikit-learn.org/stable/modules/outlier_detection.html)
=求メ Numpy メп釈≡ 求≡=
(https://www.slideshare.net/dahlmoon/numpy-20160519)
JDBC
(http://bongury.tistory.com/entry/Python-jdbc%EB%A1%9C-DatabaseOracle-%EC%A0%91%EA%B7%BC%ED%95%98%EA%B8%B0)
SciPy Cookbook
(http://scipy-cookbook.readthedocs.io/index.html)
伎 殊企襴襯 襾語/ 覡 , 碁 螳企 讌/觜覩碁/9788968483394(8968483396)
伎 殊企襴襯 一危 覿/ 貂る 讌/觜覩碁/9788968480478(8968480478)
Think Stats/ B. れ磯 讌/觜覩碁/9788968486340
蠏語語 蠍壱 蟆..
蠍郁糾襦
(
豢豌
(http://game.dongguk.ac.kr/class/2006-1/ai/chap9_ai.ppt)
)
Python Tip & Tech
覈 伎 襦蠏碁襾碁ゼ 20螳讌 れ 伎 殊企襴
(http://www.itworld.co.kr/news/118829?page=0,0#csidx35625038cc5bb89b005f0178ea89059)
CategoryMachineLearning
伎 覦一覲朱り 願 螻 蠍一糾覿 るり 襷 覯碁れ. R 譴企 蟆 伎...
蟆郁記 一危 豌襴 蠍一糾, 朱 糾 煙 R 螻 襾語企 ル 螻蠍 伎 蟆 襷讌 蟾 苦 螳 . 讀... -- 蟾譬 2021-07-23 21:41:47