/
intro.html
1234 lines (1168 loc) · 51.3 KB
/
intro.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>데이터 사이언스 스쿨 — 데이터 사이언스 스쿨</title>
<link href="_static/css/theme.css" rel="stylesheet" />
<link href="_static/css/index.c5995385ac14fb8791e8eb36b4908be2.css" rel="stylesheet" />
<link rel="stylesheet"
href="_static/vendor/fontawesome/5.13.0/css/all.min.css">
<link rel="preload" as="font" type="font/woff2" crossorigin
href="_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2">
<link rel="preload" as="font" type="font/woff2" crossorigin
href="_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2">
<link rel="stylesheet" href="_static/sphinx-book-theme.acff12b8f9c144ce68a297486a2fa670.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
<link rel="stylesheet" type="text/css" href="_static/togglebutton.css" />
<link rel="stylesheet" type="text/css" href="_static/copybutton.css" />
<link rel="stylesheet" type="text/css" href="_static/mystnb.css" />
<link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css" />
<link rel="stylesheet" type="text/css" href="_static/myfile.css" />
<link rel="stylesheet" type="text/css" href="_static/panels-main.c949a650a448cc0ae9fd3441c0e17fb0.css" />
<link rel="stylesheet" type="text/css" href="_static/panels-variables.06eb56fa6e07937060861dad626602ad.css" />
<link rel="preload" as="script" href="_static/js/index.1c5a1a01449ed65a7b51.js">
<script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
<script src="_static/jquery.js"></script>
<script src="_static/underscore.js"></script>
<script src="_static/doctools.js"></script>
<script src="_static/language_data.js"></script>
<script src="_static/togglebutton.js"></script>
<script src="_static/clipboard.min.js"></script>
<script src="_static/copybutton.js"></script>
<script async="async" kind="hypothesis" src="https://hypothes.is/embed.js"></script>
<script kind="utterances">
var commentsRunWhenDOMLoaded = cb => {
if (document.readyState != 'loading') {
cb()
} else if (document.addEventListener) {
document.addEventListener('DOMContentLoaded', cb)
} else {
document.attachEvent('onreadystatechange', function() {
if (document.readyState == 'complete') cb()
})
}
}
var addUtterances = () => {
var script = document.createElement("script");
script.type = "text/javascript";
script.src = "https://utteranc.es/client.js";
script.async = "async";
script.setAttribute("repo", "datascienceschool/book");
script.setAttribute("issue-term", "pathname");
script.setAttribute("theme", "github-light");
script.setAttribute("label", "💬 comment");
script.setAttribute("crossorigin", "anonymous");
sections = document.querySelectorAll("div.section");
if (sections !== null) {
section = sections[sections.length-1];
section.appendChild(script);
}
}
commentsRunWhenDOMLoaded(addUtterances);
</script>
<script >var togglebuttonSelector = '.toggle, .admonition.dropdown, .tag_hide_input div.cell_input, .tag_hide-input div.cell_input, .tag_hide_output div.cell_output, .tag_hide-output div.cell_output, .tag_hide_cell.cell, .tag_hide-cell.cell';</script>
<script src="_static/sphinx-book-theme.12a9622fbb08dcb3a2a40b2c02b83a57.js"></script>
<script async="async" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS-MML_HTMLorMML"></script>
<script type="text/x-mathjax-config">MathJax.Hub.Config({"tex2jax": {"inlineMath": [["\\(", "\\)"]], "displayMath": [["\\[", "\\]"]], "processRefs": false, "processEnvironments": false}})</script>
<script async="async" src="https://unpkg.com/thebelab@latest/lib/index.js"></script>
<script >
const thebe_selector = ".thebe"
const thebe_selector_input = "pre"
const thebe_selector_output = ".output"
</script>
<script async="async" src="_static/sphinx-thebe.js"></script>
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
<link rel="next" title="소개의 글" href="01%20python/00.00%20%EC%86%8C%EA%B0%9C%EC%9D%98%20%EA%B8%80.html" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="docsearch:language" content="en" />
</head>
<body data-spy="scroll" data-target="#bd-toc-nav" data-offset="80">
<div class="container-fluid" id="banner"></div>
<div class="container-xl">
<div class="row">
<div class="col-12 col-md-3 bd-sidebar site-navigation show" id="site-navigation">
<div class="navbar-brand-box">
<a class="navbar-brand text-wrap" href="index.html">
<img src="_static/logo.svg" class="logo" alt="logo">
<h1 class="site-logo" id="site-title">데이터 사이언스 스쿨</h1>
</a>
</div><form class="bd-search d-flex align-items-center" action="search.html" method="get">
<i class="icon fas fa-search"></i>
<input type="search" class="form-control" name="q" id="search-input" placeholder="Search this book..." aria-label="Search this book..." autocomplete="off" >
</form><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
<div class="bd-toc-item active">
<ul class="nav bd-sidenav">
<li class="toctree-l1 current">
<a class="reference internal" href="#">
데이터 사이언스 스쿨
</a>
</li>
</ul>
<p class="caption">
<span class="caption-text">
파이썬 편
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="01%20python/00.00%20%EC%86%8C%EA%B0%9C%EC%9D%98%20%EA%B8%80.html">
소개의 글
</a>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="01%20python/01.00%201%EC%9E%A5%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EC%84%A4%EC%B9%98%EC%99%80%20%EC%84%A4%EC%A0%95.html">
1장 파이썬 설치와 설정
</a>
<input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/>
<label for="toctree-checkbox-1">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/01.01%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EC%84%A4%EC%B9%98%ED%95%98%EA%B8%B0.html">
1.1 파이썬 설치하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/01.02%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EC%B2%98%EC%9D%8C%20%EC%82%AC%EC%9A%A9%ED%95%98%EA%B8%B0.html">
1.2 파이썬 처음 사용하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/01.03%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80%20%EC%84%A4%EC%B9%98%ED%95%98%EA%B8%B0.html">
1.3 파이썬 패키지 설치하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/01.04%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EB%B6%84%EC%84%9D%EC%9A%A9%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80%20%EC%86%8C%EA%B0%9C.html">
1.4 데이터 분석용 파이썬 패키지 소개
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/01.05%20%EC%95%84%EC%9D%B4%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EB%B0%8F%20%EC%A3%BC%ED%94%BC%ED%84%B0%20%EC%84%A4%EC%A0%95.html">
1.5 아이파이썬 및 주피터 설정
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="01%20python/02.00%202%EC%9E%A5%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EA%B8%B0%EC%B4%88%20%EB%AC%B8%EB%B2%95.html">
2장 파이썬 기초문법
</a>
<input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/>
<label for="toctree-checkbox-2">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.01%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9D%84%20%EA%B3%84%EC%82%B0%EA%B8%B0%EB%A1%9C%20%EC%82%AC%EC%9A%A9%ED%95%98%EA%B8%B0.html">
2.1 파이썬을 계산기로 사용하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.02%20%EB%B6%80%EB%8F%99%EC%86%8C%EC%88%98%EC%A0%90%20%EC%8B%A4%EC%88%98%20%EC%9E%90%EB%A3%8C%ED%98%95.html">
2.2 부동소수점 실수 자료형
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.03%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9C%BC%EB%A1%9C%20%EA%B8%80%EC%9E%90%EB%A5%BC%20%EC%B6%9C%EB%A0%A5%ED%95%98%EA%B8%B0.html">
2.3 파이썬으로 글자를 출력하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.04%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9D%98%20%EB%AC%B8%EC%9E%90%EC%97%B4%20%ED%98%95%EC%8B%9D%ED%99%94.html">
2.4 파이썬의 문자열 형식화
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.05%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EC%A1%B0%EA%B1%B4%EB%AC%B8%20%EA%B8%B0%EC%B4%88.html">
2.5 파이썬 조건문 기초
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.06%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%ED%95%A8%EC%88%98.html">
2.6 파이썬 함수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.07%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20for%20%EB%B0%98%EB%B3%B5%EB%AC%B8.html">
2.7 파이썬 for 반복문
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.08%20%EC%97%AC%EB%9F%AC%20%EA%B0%9C%EC%9D%98%20%EC%9E%90%EB%A3%8C%EB%A5%BC%20%ED%95%9C%20%EB%B3%80%EC%88%98%EC%97%90%20%EB%8B%B4%EA%B8%B0.html">
2.8 여러 개의 자료를 한 변수에 담기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.09%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%97%90%EC%84%9C%20%EB%A6%AC%EC%8A%A4%ED%8A%B8%20%EC%9E%90%EB%A3%8C%ED%98%95%20%EB%8B%A4%EB%A3%A8%EA%B8%B0.html">
2.9 파이썬에서 리스트 자료형 다루기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.10%20%EB%A6%AC%EC%8A%A4%ED%8A%B8%EC%99%80%20%EB%B0%98%EB%B3%B5%EB%AC%B8%EC%9D%84%20%EC%82%AC%EC%9A%A9%ED%95%98%EC%97%AC%20%EA%B3%84%EC%82%B0%ED%95%98%EA%B8%B0.html">
2.10 리스트와 반복문을 사용하여 계산하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.11%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%97%90%EC%84%9C%20%EB%94%95%EC%85%94%EB%84%88%EB%A6%AC%20%EC%9E%90%EB%A3%8C%ED%98%95%20%EB%8B%A4%EB%A3%A8%EA%B8%B0.html">
2.11 파이썬에서 딕셔너리 자료형 다루기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.12%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%EA%B0%9D%EC%B2%B4%EC%A7%80%ED%96%A5%20%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D.html">
2.12 파이썬 객체지향 프로그래밍
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.13%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80%20%EC%82%AC%EC%9A%A9%ED%95%98%EA%B8%B0.html">
2.13 파이썬 패키지 사용하기
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.14%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%9D%98%20%EC%9E%90%EB%A3%8C%ED%98%95.html">
2.14 파이썬의 자료형
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/02.15%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%EC%97%90%EC%84%9C%20%EB%82%A0%EC%A7%9C%EC%99%80%20%EC%8B%9C%EA%B0%84%20%EB%8B%A4%EB%A3%A8%EA%B8%B0.html">
2.15 파이썬에서 날짜와 시간 다루기
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="01%20python/03.00%203%EC%9E%A5%20%EB%84%98%ED%8C%8C%EC%9D%B4%20%EB%B0%B0%EC%97%B4%20%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D.html">
3장 넘파이 배열 프로그래밍
</a>
<input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/>
<label for="toctree-checkbox-3">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/03.01%20%EB%84%98%ED%8C%8C%EC%9D%B4%20%EB%B0%B0%EC%97%B4.html">
3.1 넘파이 배열
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/03.02%20%EB%B0%B0%EC%97%B4%EC%9D%98%20%EC%83%9D%EC%84%B1%EA%B3%BC%20%EB%B3%80%ED%98%95.html">
3.2 배열의 생성과 변형
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/03.03%20%EB%B0%B0%EC%97%B4%EC%9D%98%20%EC%97%B0%EC%82%B0.html">
3.3 배열의 연산
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/03.04%20%EA%B8%B0%EC%88%A0%20%ED%86%B5%EA%B3%84.html">
3.4 기술 통계
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/03.05%20%EB%82%9C%EC%88%98%20%EB%B0%9C%EC%83%9D%EA%B3%BC%20%EC%B9%B4%EC%9A%B4%ED%8C%85.html">
3.5 난수 발생과 카운팅
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="01%20python/04.00%204%EC%9E%A5%20%ED%8C%90%EB%8B%A4%EC%8A%A4%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EB%B6%84%EC%84%9D.html">
4장 판다스 데이터 분석
</a>
<input class="toctree-checkbox" id="toctree-checkbox-4" name="toctree-checkbox-4" type="checkbox"/>
<label for="toctree-checkbox-4">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.01%20%ED%8C%90%EB%8B%A4%EC%8A%A4%20%ED%8C%A8%ED%82%A4%EC%A7%80%EC%9D%98%20%EC%86%8C%EA%B0%9C.html">
4.1 판다스 패키지의 소개
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.02%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%9E%85%EC%B6%9C%EB%A0%A5.html">
4.2 데이터 입출력
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.03%20%EB%8D%B0%EC%9D%B4%ED%84%B0%ED%94%84%EB%A0%88%EC%9E%84%20%EA%B3%A0%EA%B8%89%20%EC%9D%B8%EB%8D%B1%EC%8B%B1.html">
4.3 데이터프레임 고급 인덱싱
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.04%20%EB%8D%B0%EC%9D%B4%ED%84%B0%ED%94%84%EB%A0%88%EC%9E%84%EC%9D%98%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%A1%B0%EC%9E%91.html">
4.4 데이터프레임의 데이터 조작
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.05%20%EB%8D%B0%EC%9D%B4%ED%84%B0%ED%94%84%EB%A0%88%EC%9E%84%20%EC%9D%B8%EB%8D%B1%EC%8A%A4%20%EC%A1%B0%EC%9E%91.html">
4.5 데이터프레임 인덱스 조작
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.06%20%EB%8D%B0%EC%9D%B4%ED%84%B0%ED%94%84%EB%A0%88%EC%9E%84%20%ED%95%A9%EC%84%B1.html">
4.6 데이터프레임 합성
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.07%20%ED%94%BC%EB%B4%87%ED%85%8C%EC%9D%B4%EB%B8%94%EA%B3%BC%20%EA%B7%B8%EB%A3%B9%EB%B6%84%EC%84%9D.html">
4.7 피봇테이블과 그룹분석
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/04.08%20%EC%8B%9C%EA%B3%84%EC%97%B4%20%EC%9E%90%EB%A3%8C%20%EB%8B%A4%EB%A3%A8%EA%B8%B0.html">
4.8 시계열 자료 다루기
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="01%20python/05.00%205%EC%9E%A5%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%8B%9C%EA%B0%81%ED%99%94.html">
5장 데이터 시각화
</a>
<input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/>
<label for="toctree-checkbox-5">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/05.01%20%EC%8B%9C%EA%B0%81%ED%99%94%20%ED%8C%A8%ED%82%A4%EC%A7%80%20%EB%A7%B7%ED%94%8C%EB%A1%AF%EB%A6%AC%EB%B8%8C%20%EC%86%8C%EA%B0%9C.html">
5.1 시각화 패키지 맷플롯리브 소개
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/05.02%20%EB%A7%B7%ED%94%8C%EB%A1%AF%EB%A6%AC%EB%B8%8C%EC%9D%98%20%EC%97%AC%EB%9F%AC%EA%B0%80%EC%A7%80%20%ED%94%8C%EB%A1%AF.html">
Matplotlib의 여러가지 플롯
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/05.03%20%EB%A7%B7%ED%94%8C%EB%A1%AF%EB%A6%AC%EB%B8%8C%EC%9D%98%20%EC%82%BC%EA%B0%81%20%EA%B7%B8%EB%A6%AC%EB%93%9C%20%EC%82%AC%EC%9A%A9%EB%B2%95.html">
Matplotlib의 triangular grid 사용법
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/05.04%20%EC%8B%9C%EB%B3%B8%EC%9D%84%20%EC%82%AC%EC%9A%A9%ED%95%9C%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EB%B6%84%ED%8F%AC%20%EC%8B%9C%EA%B0%81%ED%99%94.html">
Seaborn을 사용한 데이터 분포 시각화
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="01%20python/05.05%20%ED%8C%90%EB%8B%A4%EC%8A%A4%EC%9D%98%20%EC%8B%9C%EA%B0%81%ED%99%94%20%EA%B8%B0%EB%8A%A5.html">
Pandas의 시각화 기능
</a>
</li>
</ul>
</li>
</ul>
<p class="caption">
<span class="caption-text">
수학 편
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="02%20mathematics/00.00%20%EC%86%8C%EA%B0%9C%EC%9D%98%20%EA%B8%80.html">
소개의 글
</a>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/01.00%201%EC%9E%A5%20%EC%88%98%ED%95%99%20%EA%B8%B0%ED%98%B8.html">
1장 수학 기호
</a>
<input class="toctree-checkbox" id="toctree-checkbox-6" name="toctree-checkbox-6" type="checkbox"/>
<label for="toctree-checkbox-6">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/01.01%20%EA%B7%B8%EB%A6%AC%EC%8A%A4%20%EB%AC%B8%EC%9E%90.html">
1.1 그리스 문자
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/01.02%20%EC%88%98%EC%97%B4%EA%B3%BC%20%EC%A7%91%ED%95%A9%EC%9D%98%20%ED%95%A9%EA%B3%BC%20%EA%B3%B1.html">
1.2 수열과 집합의 합과 곱
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/02.00%202%EC%9E%A5%20%EB%84%98%ED%8C%8C%EC%9D%B4%28NumPy%29%EB%A1%9C%20%EA%B3%B5%EB%B6%80%ED%95%98%EB%8A%94%20%EC%84%A0%ED%98%95%EB%8C%80%EC%88%98.html">
2장 넘파이(NumPy)로 공부하는 선형대수
</a>
<input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/>
<label for="toctree-checkbox-7">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/02.01%20%EB%8D%B0%EC%9D%B4%ED%84%B0%EC%99%80%20%ED%96%89%EB%A0%AC.html">
2.1 데이터와 행렬
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/02.02%20%EB%B2%A1%ED%84%B0%EC%99%80%20%ED%96%89%EB%A0%AC%EC%9D%98%20%EC%97%B0%EC%82%B0.html">
2.2 벡터와 행렬의 연산
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/02.03%20%ED%96%89%EB%A0%AC%EC%9D%98%20%EC%84%B1%EC%A7%88.html">
2.3 행렬의 성질
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/02.04%20%EC%84%A0%ED%98%95%20%EC%97%B0%EB%A6%BD%EB%B0%A9%EC%A0%95%EC%8B%9D%EA%B3%BC%20%EC%97%AD%ED%96%89%EB%A0%AC.html">
2.4 선형 연립방정식과 역행렬
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/03.00%203%EC%9E%A5%20%EA%B3%A0%EA%B8%89%20%EC%84%A0%ED%98%95%EB%8C%80%EC%88%98.html">
3장 고급 선형대수
</a>
<input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/>
<label for="toctree-checkbox-8">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/03.01%20%EC%84%A0%ED%98%95%EB%8C%80%EC%88%98%EC%99%80%20%ED%95%B4%EC%84%9D%EA%B8%B0%ED%95%98%EC%9D%98%20%EA%B8%B0%EC%B4%88.html">
3.1 선형대수와 해석기하의 기초
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/03.02%20%EC%A2%8C%ED%91%9C%EC%99%80%20%EB%B3%80%ED%99%98.html">
3.2 좌표와 변환
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/03.03%20%EA%B3%A0%EC%9C%B3%EA%B0%92%20%EB%B6%84%ED%95%B4.html">
3.3 고윳값 분해
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/03.04%20%ED%8A%B9%EC%9E%87%EA%B0%92%20%EB%B6%84%ED%95%B4.html">
3.4 특잇값 분해
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/03.05%20PCA.html">
3.5 PCA
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/04.00%204%EC%9E%A5%20%EC%8B%AC%ED%8C%8C%EC%9D%B4%28SymPy%29%EB%A1%9C%20%EA%B3%B5%EB%B6%80%ED%95%98%EB%8A%94%20%EB%AF%B8%EC%A0%81%EB%B6%84.html">
4장 심파이(SymPy)로 공부하는 미적분
</a>
<input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/>
<label for="toctree-checkbox-9">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/04.01%20%ED%95%A8%EC%88%98.html">
4.1 함수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/04.02%20%EC%8B%AC%ED%8C%8C%EC%9D%B4%EB%A5%BC%20%EC%82%AC%EC%9A%A9%ED%95%9C%20%ED%95%A8%EC%88%98%20%EB%AF%B8%EB%B6%84.html">
4.2 심파이를 사용한 함수 미분
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/04.03%20%EC%A0%81%EB%B6%84.html">
4.3 적분
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/04.04%20%ED%96%89%EB%A0%AC%EC%9D%98%20%EB%AF%B8%EB%B6%84.html">
4.4 행렬의 미분
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/04.05%20%EB%B3%80%EB%B6%84%EB%B2%95.html">
4.5 변분법
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/05.00%205%EC%9E%A5%20%EC%82%AC%EC%9D%B4%ED%8C%8C%EC%9D%B4%28SciPy%29%EB%A1%9C%20%EA%B3%B5%EB%B6%80%ED%95%98%EB%8A%94%20%EC%B5%9C%EC%A0%81%ED%99%94.html">
5장 사이파이(SciPy)로 공부하는 최적화
</a>
<input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/>
<label for="toctree-checkbox-10">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/05.01%20%EC%B5%9C%EC%A0%81%ED%99%94%20%EA%B8%B0%EC%B4%88.html">
5.1 최적화 기초
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/05.02%20%EC%A0%9C%ED%95%9C%EC%A1%B0%EA%B1%B4%EC%9D%B4%20%EC%9E%88%EB%8A%94%20%EC%B5%9C%EC%A0%81%ED%99%94%20%EB%AC%B8%EC%A0%9C.html">
5.2 제한조건이 있는 최적화 문제
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/05.03%20%EC%84%A0%ED%98%95%EA%B3%84%ED%9A%8D%EB%B2%95%20%EB%AC%B8%EC%A0%9C%EC%99%80%20%EC%9D%B4%EC%B0%A8%EA%B3%84%ED%9A%8D%EB%B2%95%20%EB%AC%B8%EC%A0%9C.html">
5.3 선형계획법 문제와 이차계획법 문제
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/06.00%206%EC%9E%A5%20%ED%94%BC%EC%A7%80%EC%97%A0%ED%8C%8C%EC%9D%B4%28pgmpy%29%EB%A1%9C%20%EA%B3%B5%EB%B6%80%ED%95%98%EB%8A%94%20%ED%99%95%EB%A5%A0%EB%A1%A0.html">
6장 피지엠파이(pgmpy)로 공부하는 확률론
</a>
<input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/>
<label for="toctree-checkbox-11">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.01%20%EC%A7%91%ED%95%A9.html">
6.1 집합
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.02%20%ED%99%95%EB%A5%A0%EC%9D%98%20%EC%88%98%ED%95%99%EC%A0%81%20%EC%A0%95%EC%9D%98%EC%99%80%20%EC%9D%98%EB%AF%B8.html">
6.2 확률의 수학적 정의와 의미
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.03%20%ED%99%95%EB%A5%A0%EC%9D%98%20%EC%84%B1%EC%A7%88.html">
6.3 확률의 성질
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.04%20%ED%99%95%EB%A5%A0%EB%B6%84%ED%8F%AC%ED%95%A8%EC%88%98.html">
6.4 확률분포함수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.05%20%EA%B2%B0%ED%95%A9%ED%99%95%EB%A5%A0%EA%B3%BC%20%EC%A1%B0%EA%B1%B4%EB%B6%80%ED%99%95%EB%A5%A0.html">
6.5 결합확률과 조건부확률
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/06.06%20%EB%B2%A0%EC%9D%B4%EC%A6%88%20%EC%A0%95%EB%A6%AC.html">
6.6 베이즈 정리
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/07.00%207%EC%9E%A5%20%ED%99%95%EB%A5%A0%EB%B3%80%EC%88%98%EC%99%80%20%EC%83%81%EA%B4%80%EA%B4%80%EA%B3%84.html">
7장 확률변수와 상관관계
</a>
<input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/>
<label for="toctree-checkbox-12">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.01%20%ED%99%95%EB%A5%A0%EC%A0%81%20%EB%8D%B0%EC%9D%B4%ED%84%B0%EC%99%80%20%ED%99%95%EB%A5%A0%EB%B3%80%EC%88%98.html">
7.1 확률적 데이터와 확률변수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.02%20%EA%B8%B0%EB%8C%93%EA%B0%92%EA%B3%BC%20%ED%99%95%EB%A5%A0%EB%B3%80%EC%88%98%EC%9D%98%20%EB%B3%80%ED%99%98.html">
7.2 기댓값과 확률변수의 변환
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.03%20%EB%B6%84%EC%82%B0%EA%B3%BC%20%ED%91%9C%EC%A4%80%ED%8E%B8%EC%B0%A8.html">
7.3 분산과 표준편차
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.04%20%EB%8B%A4%EB%B3%80%EC%88%98%20%ED%99%95%EB%A5%A0%EB%B3%80%EC%88%98.html">
7.4 다변수 확률변수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.05%20%EA%B3%B5%EB%B6%84%EC%82%B0%EA%B3%BC%20%EC%83%81%EA%B4%80%EA%B3%84%EC%88%98.html">
7.5 공분산과 상관계수
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/07.06%20%EC%A1%B0%EA%B1%B4%EB%B6%80%EA%B8%B0%EB%8C%93%EA%B0%92%EA%B3%BC%20%EC%98%88%EC%B8%A1%20%EB%AC%B8%EC%A0%9C.html">
7.6 조건부기댓값과 예측 문제
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/08.00%208%EC%9E%A5%20%EC%82%AC%EC%9D%B4%ED%8C%8C%EC%9D%B4%EB%A1%9C%20%EA%B3%B5%EB%B6%80%ED%95%98%EB%8A%94%20%ED%99%95%EB%A5%A0%EB%B6%84%ED%8F%AC.html">
8장 사이파이로 공부하는 확률분포
</a>
<input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/>
<label for="toctree-checkbox-13">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.01%20%EC%82%AC%EC%9D%B4%ED%8C%8C%EC%9D%B4%EB%A5%BC%20%EC%9D%B4%EC%9A%A9%ED%95%9C%20%ED%99%95%EB%A5%A0%EB%B6%84%ED%8F%AC%20%EB%B6%84%EC%84%9D.html">
8.1 사이파이를 이용한 확률분포 분석
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.02%20%EB%B2%A0%EB%A5%B4%EB%88%84%EC%9D%B4%EB%B6%84%ED%8F%AC%EC%99%80%20%EC%9D%B4%ED%95%AD%EB%B6%84%ED%8F%AC.html">
8.2 베르누이분포와 이항분포
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.03%20%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EB%B6%84%ED%8F%AC%EC%99%80%20%EB%8B%A4%ED%95%AD%EB%B6%84%ED%8F%AC.html">
8.3 카테고리분포와 다항분포
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.04%20%EC%A0%95%EA%B7%9C%EB%B6%84%ED%8F%AC%EC%99%80%20%EC%A4%91%EC%8B%AC%EA%B7%B9%ED%95%9C%EC%A0%95%EB%A6%AC.html">
8.4 정규분포와 중심극한정리
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.05%20%EC%8A%A4%ED%8A%9C%EB%8D%98%ED%8A%B8%20t%EB%B6%84%ED%8F%AC%2C%20%EC%B9%B4%EC%9D%B4%EC%A0%9C%EA%B3%B1%EB%B6%84%ED%8F%AC%2C%20F%EB%B6%84%ED%8F%AC.html">
8.5 스튜던트 t분포, 카이제곱분포, F분포
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.06%20%EB%8B%A4%EB%B3%80%EC%88%98%EC%A0%95%EA%B7%9C%EB%B6%84%ED%8F%AC.html">
8.6 다변수정규분포
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/08.07%20%EB%B2%A0%ED%83%80%EB%B6%84%ED%8F%AC%2C%20%EA%B0%90%EB%A7%88%EB%B6%84%ED%8F%AC%2C%20%EB%94%94%EB%A6%AC%ED%81%B4%EB%A0%88%20%EB%B6%84%ED%8F%AC.html">
8.7 베타분포, 감마분포, 디리클레분포
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/09.00%209%EC%9E%A5%20%EC%B6%94%EC%A0%95%EA%B3%BC%20%EA%B2%80%EC%A0%95.html">
9장 추정과 검정
</a>
<input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/>
<label for="toctree-checkbox-14">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/09.01%20%ED%99%95%EB%A5%A0%EB%B6%84%ED%8F%AC%EC%9D%98%20%EC%B6%94%EC%A0%95.html">
9.1 확률분포의 추정
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/09.02%20%EC%B5%9C%EB%8C%80%EA%B0%80%EB%8A%A5%EB%8F%84%20%EC%B6%94%EC%A0%95%EB%B2%95.html">
9.2 최대가능도 추정법
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/09.03%20%EB%B2%A0%EC%9D%B4%EC%A6%88%20%EC%B6%94%EC%A0%95%EB%B2%95.html">
9.3 베이즈 추정법
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/09.04%20%EA%B2%80%EC%A0%95%EA%B3%BC%20%EC%9C%A0%EC%9D%98%ED%99%95%EB%A5%A0.html">
9.4 검정과 유의확률
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/09.05%20%EC%82%AC%EC%9D%B4%ED%8C%8C%EC%9D%B4%EB%A5%BC%20%EC%82%AC%EC%9A%A9%ED%95%9C%20%EA%B2%80%EC%A0%95.html">
9.5 사이파이를 사용한 검정
</a>
</li>
</ul>
</li>
<li class="toctree-l1 has-children">
<a class="reference internal" href="02%20mathematics/10.00%2010%EC%9E%A5%20%EC%97%94%ED%8A%B8%EB%A1%9C%ED%94%BC.html">
10장 엔트로피
</a>
<input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/>
<label for="toctree-checkbox-15">
<i class="fas fa-chevron-down">
</i>
</label>
<ul>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/10.01%20%EC%97%94%ED%8A%B8%EB%A1%9C%ED%94%BC.html">
10.1 엔트로피
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/10.02%20%EC%A1%B0%EA%B1%B4%EB%B6%80%EC%97%94%ED%8A%B8%EB%A1%9C%ED%94%BC.html">
10.2 조건부엔트로피
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/10.03%20%EA%B5%90%EC%B0%A8%EC%97%94%ED%8A%B8%EB%A1%9C%ED%94%BC%EC%99%80%20%EC%BF%A8%EB%B0%B1-%EB%9D%BC%EC%9D%B4%EB%B8%94%EB%9F%AC%20%EB%B0%9C%EC%82%B0.html">
10.3 교차엔트로피와 쿨백-라이블러 발산
</a>
</li>
<li class="toctree-l2">
<a class="reference internal" href="02%20mathematics/10.04%20%EC%83%81%ED%98%B8%EC%A0%95%EB%B3%B4%EB%9F%89.html">
10.4 상호정보량
</a>
</li>
</ul>
</li>
</ul>
<p class="caption">
<span class="caption-text">
머신러닝 편
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/01.01%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EB%B6%84%EC%84%9D%EC%9D%98%20%EC%86%8C%EA%B0%9C.html">
1.1 데이터 분석의 소개
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/01.02%20%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D%EC%9A%A9%20%ED%8C%8C%EC%9D%B4%EC%8D%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80.html">
1.2 머신러닝용 파이썬 패키지
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/02.01%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%A0%84%EC%B2%98%EB%A6%AC%20%EA%B8%B0%EC%B4%88.html">
2.1 데이터 전처리 기초
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/02.02%20%EB%B2%94%EC%A3%BC%ED%98%95%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%B2%98%EB%A6%AC.html">
2.2 범주형 데이터 처리
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.01.01%20NLTK%20%EC%9E%90%EC%97%B0%EC%96%B4%20%EC%B2%98%EB%A6%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80.html">
NLTK 자연어 처리 패키지
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.01.02%20KoNLPy%20%ED%95%9C%EA%B5%AD%EC%96%B4%20%EC%B2%98%EB%A6%AC%20%ED%8C%A8%ED%82%A4%EC%A7%80.html">
KoNLPy 한국어 처리 패키지
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.01.03%20Scikit-Learn%EC%9D%98%20%EB%AC%B8%EC%84%9C%20%EC%A0%84%EC%B2%98%EB%A6%AC%20%EA%B8%B0%EB%8A%A5.html">
Scikit-Learn의 문서 전처리 기능
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.01.04%20soynlp.html">
Soynlp 소개
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.01.05%20%ED%99%95%EB%A5%A0%EB%A1%A0%EC%A0%81%20%EC%96%B8%EC%96%B4%20%EB%AA%A8%ED%98%95.html">
확률론적 언어 모형
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.02.01%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%B2%98%EB%A6%AC%20%EA%B8%B0%EC%B4%88.html">
이미지 처리 기초
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.02.02%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%ED%95%84%ED%84%B0%EB%A7%81.html">
이미지 필터링
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.02.03%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%BB%A8%ED%88%AC%EC%96%B4.html">
이미지 컨투어
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.02.04%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EB%B3%80%ED%99%98.html">
이미지 변환
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.02.05%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%ED%8A%B9%EC%A7%95%20%EC%B6%94%EC%B6%9C.html">
이미지 특징 추출
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.03.01%20%EC%82%AC%EC%9A%B4%EB%93%9C%20%ED%94%84%EB%A1%9C%EC%84%B8%EC%8B%B1%20%EA%B8%B0%EC%B4%88.html">
사운드 프로세싱 기초
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.03.02%20%ED%91%B8%EB%A6%AC%EC%97%90%20%EB%B3%80%ED%99%98%EA%B3%BC%20%EC%8A%A4%ED%8E%99%ED%8A%B8%EB%9F%BC.html">
푸리에 변환과 스펙트럼
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.04.01%20%EC%A7%80%EB%A6%AC%20%EC%A0%95%EB%B3%B4%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%B2%98%EB%A6%AC.html">
지리 정보 데이터 처리
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/03.04.02%20%EC%A7%80%EC%98%A4%EC%BD%94%EB%94%A9.html">
Geocoding
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/04.01%20%ED%9A%8C%EA%B7%80%EB%B6%84%EC%84%9D%20%EC%98%88%EC%A0%9C.html">
4.1 회귀분석 예제
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/04.02%20%EC%84%A0%ED%98%95%ED%9A%8C%EA%B7%80%EB%B6%84%EC%84%9D%EC%9D%98%20%EA%B8%B0%EC%B4%88.html">
4.2 선형회귀분석의 기초
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/04.03%20%EC%8A%A4%EC%BC%80%EC%9D%BC%EB%A7%81.html">
4.3 스케일링
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/04.04%20%EB%B2%94%EC%A3%BC%ED%98%95%20%EB%8F%85%EB%A6%BD%EB%B3%80%EC%88%98.html">
4.4 범주형 독립변수
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/04.05%20%EB%B6%80%EB%B6%84%ED%9A%8C%EA%B7%80.html">
4.5 부분회귀
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/05.01%20%ED%99%95%EB%A5%A0%EB%A1%A0%EC%A0%81%20%EC%84%A0%ED%98%95%20%ED%9A%8C%EA%B7%80%EB%AA%A8%ED%98%95.html">
5.1 확률론적 선형 회귀모형
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/05.02%20%ED%9A%8C%EA%B7%80%EB%B6%84%EC%84%9D%EC%9D%98%20%EA%B8%B0%ED%95%98%ED%95%99.html">
5.2 회귀분석의 기하학
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/05.03%20%EB%A0%88%EB%B2%84%EB%A6%AC%EC%A7%80%EC%99%80%20%EC%95%84%EC%9B%83%EB%9D%BC%EC%9D%B4%EC%96%B4.html">
5.3 레버리지와 아웃라이어
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/05.04%20%EB%B6%84%EC%82%B0%20%EB%B6%84%EC%84%9D%EA%B3%BC%20%EB%AA%A8%ED%98%95%20%EC%84%B1%EB%8A%A5.html">
5.4 분산 분석과 모형 성능
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/06.01%20%EB%AA%A8%ED%98%95%20%EC%A7%84%EB%8B%A8%EA%B3%BC%20%EC%88%98%EC%A0%95.html">
6.1 모형 진단과 수정
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/06.02%20%EA%B8%B0%EC%A0%80%ED%95%A8%EC%88%98%20%EB%AA%A8%ED%98%95%EA%B3%BC%20%EA%B3%BC%EC%B5%9C%EC%A0%81%ED%99%94.html">
6.2 기저함수 모형과 과최적화
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/06.03%20%EA%B5%90%EC%B0%A8%EA%B2%80%EC%A6%9D.html">
6.3 교차검증
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/06.04%20%EB%8B%A4%EC%A4%91%EA%B3%B5%EC%84%A0%EC%84%B1%EA%B3%BC%20%EB%B3%80%EC%88%98%20%EC%84%A0%ED%83%9D.html">
6.4 다중공선성과 변수 선택
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/06.05%20%EC%A0%95%EA%B7%9C%ED%99%94%20%EC%84%A0%ED%98%95%ED%9A%8C%EA%B7%80.html">
6.5 정규화 선형회귀
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/07.01%20%EC%B6%94%EC%B2%9C%20%EC%8B%9C%EC%8A%A4%ED%85%9C.html">
13.1 추천 시스템
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/09.01%20%EB%B6%84%EB%A5%98%EC%9A%A9%20%EC%98%88%EC%A0%9C%20%EB%8D%B0%EC%9D%B4%ED%84%B0.html">
5.1 분류용 예제 데이터
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/09.02%20%EB%B6%84%EB%A5%98%EC%9A%A9%20%EA%B0%80%EC%83%81%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%83%9D%EC%84%B1.html">
5.2 분류용 가상 데이터 생성
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/09.03%20%EB%B6%84%EB%A5%98%EB%AA%A8%ED%98%95.html">
5.3 분류모형
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/09.04%20%EB%B6%84%EB%A5%98%20%EC%84%B1%EB%8A%A5%ED%8F%89%EA%B0%80.html">
5.4 분류 성능평가
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/10.01%20%EB%A1%9C%EC%A7%80%EC%8A%A4%ED%8B%B1%20%ED%9A%8C%EA%B7%80%EB%B6%84%EC%84%9D.html">
6.1 로지스틱 회귀분석
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/11.01%20%EC%84%A0%ED%98%95%ED%8C%90%EB%B3%84%EB%B6%84%EC%84%9D%EB%B2%95%EA%B3%BC%20%EC%9D%B4%EC%B0%A8%ED%8C%90%EB%B3%84%EB%B6%84%EC%84%9D%EB%B2%95.html">
7.1 선형판별분석법과 이차판별분석법
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/11.02%20%EB%82%98%EC%9D%B4%EB%B8%8C%EB%B2%A0%EC%9D%B4%EC%A6%88%20%EB%B6%84%EB%A5%98%EB%AA%A8%ED%98%95.html">
7.2 나이브베이즈 분류모형
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/11.03%20%EA%B0%90%EC%84%B1%20%EB%B6%84%EC%84%9D.html">
감성 분석
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/12.01%20%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4.html">
8.1 의사결정나무
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/12.02%20%EB%AA%A8%ED%98%95%20%EA%B2%B0%ED%95%A9.html">
12.02 모형 결합
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/12.03%20%EB%B6%80%EC%8A%A4%ED%8C%85%20%EB%B0%A9%EB%B2%95.html">
부스팅 방법
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/13.02%20%EC%84%9C%ED%8F%AC%ED%8A%B8%20%EB%B2%A1%ED%84%B0%20%EB%A8%B8%EC%8B%A0.html">
서포트 벡터 머신
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/13.03%20%EC%BB%A4%EB%84%90%20%EC%84%9C%ED%8F%AC%ED%8A%B8%20%EB%B2%A1%ED%84%B0%20%EB%A8%B8%EC%8B%A0.html">
커널 서포트 벡터 머신
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="03%20machine%20learning/14.01%20%EB%AA%A8%ED%98%95%20%EC%B5%9C%EC%A0%81%ED%99%94.html">
모형 최적화
</a>
</li>
<li class="toctree-l1">