Learn_ML

Learn_ml

• Python (nivel OOP)

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

• Java (nivel OOP)

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

• C ++ (nivel OOP)

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

• JavaScript (nivel OOP)

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

• Riñonal

https://www.youtube.com/watch?v=_V8EKSTO3ug

• Estructuras de datos y algoritmos

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

• Bases de datos

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

• Ciencia de datos

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

• Visión por computadora

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

• Procesamiento del lenguaje natural

https://www.youtube.com/watch?v=flzvoksckxy&list=plqvvvaa0qudf2jswnfigklibinznic4hl

https://www.youtube.com/watch?v=cce8ntxp_xi&list=pltmwhnx-gukkocxqokqjuvxglsdywssh9

• Prácticas de ingeniería de software

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 ++)

• Cadena de bloques

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 (codifique su propia criptomoneda en Ethereum)

• Criptografía

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

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

https://www.youtube.com/watch?v=fqjdxmu4zaq&list=pl1a2csdiysgipxpslgzsziwdavytax61d&index=11&t=0s (python)

https://www.youtube.com/watch?v=44adnk7ggka (java)

https://www.youtube.com/watch?v=XV2XLTXNNBU&list=plsm8fkp9pppq4scyqpfkxxkao4r1ejpdn (java)

Matemáticas para ML

• Matemáticas discretas

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

• Teoría de números

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

• Cálculo (1 - 3)

https://www.youtube.com/watch?v=fyyarmqiaag&list=plf797e961509b4eb5 (cálculo 1)

https://www.youtube.com/watch?v=h9ect6f_ftw&list=lldesaqwtn6eq2j4vggsn1hyberadeh4cw- (cálculo 2)

https://www.youtube.com/watch?v=tgvnbahlapa&list=lldesaqwtn6esk16yrmzuj8f6-rnuy0ry7 (cálculo 3)

• Álgebra lineal

https://www.youtube.com/watch?v=ygjjywecqs8&list=lddgpdw7e6ajjacaeeee9awozsaoou-nix_

• Ecuaciones diferenciales

https://www.youtube.com/watch?v=xf-3atzfyka&list=lldesaqwtn6espahy2qukvaxnzuqnxkyq_

• Topología

https://www.youtube.com/watch?v=pxicas22mtq&list=pllq_gufxankl8bjqh-hgq9u24xzp9x0dx

• Estadística

https://www.youtube.com/watch?v=9fthb7v14fo&list=pl5102dfdc6790f3d0

• Álgebra por computadora

https://www.youtube.com/watch?v=YZR5QGLX_9M&LIST=PLAI3U8-WIK0H-1B5SKIHGAPSH223L7XRT

• Análisis numérico

https://www.youtube.com/watch?v=pzri1ifsty0&list=pl-xeha0tmq2w0vlojmjfkbtUarmhfzbqv

• Teoría del cálculo

https://www.youtube.com/watch?v=gp21wu6r0-o&list=plslgishe5tbm8utct1f66omkpmjcblzkt

• Optimización matemática

https://www.youtube.com/watch?v=4s3ks-ynufc&list=plbmvogvj5njt8itaur8fowbujy0vs-z3c

• Lógica matemática

https://www.youtube.com/watch?v=qgizzltvxxs&list=plrmhiyyair3gngcvq3r1oe3azqlf8iqvgg

• Teoría de la información

https://www.youtube.com/watch?v=urefkmseuai&list=ple125425ec837021f

• Álgebra booleana

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

Herramientas y marcos para aprender para ML

• Flujo tensor

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)

• CAFFE (arquitectura convolucional para la incrustación de características rápidas)

https://www.youtube.com/watch?v=RVMVQPSXL10 (Python)

• Torch (para Python Pytorch)

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

• Apache Spark

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

https://www.youtube.com/watch?v=VOXK7KP4CRC (Java)

• Lear

https://www.youtube.com/watch?v=0lt9w-bxkfq (Python)

• Apache mahout

https://www.youtube.com/watch?v=qfxx4-9rb7u&list=pl9qxtm4nihk5-cc6egbj3gqthoa6os0nv (java)

• Apache SINGA

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

• Keras

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

• Mxnet

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

• Bruja

https://www.youtube.com/watch?v=r4-ynxw0x5w&list=plkevnrk8uvmvkrdgznk3o3lxmjfraw7ss

• Encadenador

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

• Dl4j

https://www.youtube.com/watch?v=y0vhb4yfvws (Java)