Learn_ML

Learn_ml

• 파이썬 (OOP 레벨)

https://www.codecademy.com/catalog/language/python

• 자바 (OOP 레벨)

https://www.codecademy.com/catalog/language/java

• C ++ (OOP 레벨)

https://www.codecademy.com/catalog/language/cpp

• 자바 스크립트 (OOP 레벨)

https://www.codecademy.com/catalog/language/javaScript

• 아르 자형

https://www.youtube.com/watch?v=_v8eksto3ug

• 데이터 구조 및 알고리즘

https://www.tutorialspoint.com/data_structures_algorithms/data_structure_overview.htm

• 데이터베이스

https://www.codecademy.com/learn/learn-sql

• 데이터 과학

https://www.youtube.com/watch?v=ua-cidnnj30

• 컴퓨터 비전

https://www.youtube.com/playlist?list=plf7l7kg8_fnxhattlwdceyh72qql9pvpq

• 자연어 처리

https://www.youtube.com/watch?v=flzvokscKxy&list=Plqvvvaa0qudf2jswnfigklibinznic4hl

https://www.youtube.com/watch?v=cce8ntxp_xi&list=pltmwhnx-gukkocxqokqokqokqokqokqucxgglsdywssh9

• 소프트웨어 엔지니어링 관행

https://www.youtube.com/watch?v=u3ibvu0htns&t=587S (Java)

https://www.youtube.com/watch?v=sny9rta3k_q (java)

https://www.youtube.com/watch?v=t60ynn_zmn8 (java)

https://www.youtube.com/watch?v=dlrxp4ysug4 (Python)

https://www.youtube.com/watch?v=wriunho_6ky (Python)

https://www.youtube.com/playlist?list=pl36ennxu148rzq8zwl8fhgg7ef_-5p3cq (C ++)

• 블록 체인

https://www.youtube.com/watch?v=pzsegextgae (Python)

https://www.youtube.com/watch?v=xpmthejdyjg (java)

https://www.youtube.com/watch?v=rnvk9natbcm (javaScript)

https://www.youtube.com/watch?v=xdkv5uwek5a (Ethereum에서 자신의 cryptocurrency 코드).

• 암호화

https://www.youtube.com/watch?v=cqgtdkurzte

https://www.youtube.com/watch?v=GXPWCBCB8WC (Python)

https://www.youtube.com/watch?v=fqjdxmu4zaq&list=pl1a2csdiysgipxpszszsziwdavytax61d&index=11&t=0s (Python)

https://www.youtube.com/watch?v=44Adnk7ggka (Java)

https://www.youtube.com/watch?v=xv2xltxnbu&list=Plsm8fkpppppq4scyqpfkxxkao4r1ejpdn (java)

ML에 대한 수학

• 개별 수학

https://www.youtube.com/watch?v=rdxw7ps9vxc&list=plhxz9oqgmqxersk8fuxiumsix0dbqskzs

• 숫자 이론

https://www.youtube.com/watch?v=j3org6cbwuy&list=plqgvjc0mjmzwtyw3oj89tt3fhw19p8twh

• 미적분학 (1-3)

https://www.youtube.com/watch?v=fyyarmqiaag&list=PLF797E961509B4EB5 (미적분학 1)

https://www.youtube.com/watch?v=h9ect6f_ftw&list=pldesaqwtn6eq2j4vgsn1hyberadeh4cw- (Calculus 2)

https://www.youtube.com/watch?v=TGVNBAHLAPA&list=PLDESAQWTN6ESK16YRMZUJ8F6-RNUY0RY7 (CAMPULUS 3)

• 선형 대수

https://www.youtube.com/watch?v=ygjjywecqs8&list=pldddgpdw7e6ajacaee9awozsaoou-nix_

• 미분 방정식

https://www.youtube.com/watch?v=xf-3atzfyka&list=pldesaqwtn6espahy2qukvaxnzuqnxkyq_

• 토폴로지

https://www.youtube.com/watch?v=pxicas22mtq&list=plq_gufxankl8bjqh-hgq9u24xzp9x0dx

• 통계

https://www.youtube.com/watch?v=9FTHB7V14FO&list=PL5102DFDC6790F3D0

• 컴퓨터 대수

https://www.youtube.com/watch?v=yzr5qglx_9m&list=plai3u8-wik0h-1b5skihgapsh223l7xrt

• 수치 분석

https://www.youtube.com/watch?v=pzri1ifsty0&list=Pl-xeha0tmq2w0vlojmjfkbtuarmhfzbqv

• 계산 이론

https://www.youtube.com/watch?v=gp21wu6r0-o&list=plslgishee5tbm8utct1f66kpmjcblzkt

• 수학적 최적화

https://www.youtube.com/watch?v=4S3KS-ynufc&list=Plbmvogvj5njt8itaur8fowbujy0vs-z3c

• 수학적 논리

https://www.youtube.com/watch?v=qgizzltvxxs&list=plrmhiyyair3gngcvq3r1oe3azqlf8iqvg

• 정보 이론

https://www.youtube.com/watch?v=urefkmseuai&list=Ple125425ec837021f

• 부울 대수

https://www.youtube.com/watch?v=nqphpiser30&list=pliy8endw5tw-yjhsxapeilnjx2dkll-ox

ML에 대해 배우는 도구 및 프레임 워크

• 텐서 플로

https://www.youtube.com/watch?v=6G4O5UOH304 (Python)

https://www.youtube.com/watch?v=eoyfa6myog4 (js)

https://www.youtube.com/watch?v=J3MZ0BRQ0QE (Java)

https://www.youtube.com/watch?v=ljuf1myqaie (java)

• Numpy

https://www.youtube.com/watch?v=qut1vhilmmi (Python)

• 카페 (빠른 기능 임베딩을위한 컨볼 루션 아키텍처)

https://www.youtube.com/watch?v=rvmvqpsxl10 (Python)

• 토치 (Python Pytorch 용)

https://www.youtube.com/watch?v=cnui8owsppg (Python)

• 아파치 스파크

https://www.youtube.com/watch?v=iqfg0fadrze (Python)

https://www.youtube.com/watch?v=voxk7kp4crc (java)

• Scikit-Learn

https://www.youtube.com/watch?v=0LT9W-BXKFQ (Python)

• Apache Mahout

https://www.youtube.com/watch?v=qfxx4-9rb7U&list=Plpl9qxtm4nihk5-cc6egbj3gqthoa6os0nv (java)

• 아파치 싱사

https://www.youtube.com/watch?v=zn8djhgsi84 (Python)

• 케라

https://www.youtube.com/watch?v=rznkvrtfkby&list=plzbbt5o_s2xrwrnxk_ycptnqqo4_u2ygl (python)

• mxnet

https://www.youtube.com/watch?v=OF-Q92CD850 (R)

• 글룬

https://www.youtube.com/watch?v=r4-ynxw0x5w&list=plkevnnrk8uvmvkrdgznk3o3lxmjfraw7s

• 체인

https://www.youtube.com/watch?v=5xdhnppybv4 (Python)

• DL4J

https://www.youtube.com/watch?v=y0VHB4YFVWS (Java)