RECURSOS

• Buscador mejores cursos
• 50 mejores cursos 2018
• Recomendacione xataka
• Free-programming-books
• Project Based Learning

PYTHON

• Real Python recursos Python leidos
• pyimagesearch recursos python en imagen

Básico:

• Recommended fastai python resources
• Python Docs Learning Resources
• Sololearn
• Whirlwind Tour of Python
• Learn Python the Hard Way
• Automate the boring stuff with Python by Al Sweigart
• Python tutorials by Sentdex
• Python OOP’s tutorial by Corey Schafer
• Udemy complete python bootcamp
• Learn to Program with Python
• Introducing Python
• Code academy
• Python - The No Theory Guide
• Introduction to Computer Science and Programming Using Python
• Python Crash Course by Enric Mattes
• Coursera Rice Univ - Interactive Prg with Python
• Coursera Michigan Univ - Programming for Everybody
• Corey Shafer Youtube
• Derek Banas Youtube
• Jesus Conde VT Youtube

Intermediate programmers

• The Hitchhiker’s Guide to Python
• Peter Norvig’s Pytudes
• Design of Computer Programs
• Fluent Python by Luciano 2015
• Trey Hunner
• Python tricks by Dan bader
• Google’s Python Class

Advanced programmers (but maybe new to python)

• Learn x in y minutes
• David Beazley’s courses, tutorials, and books
• Raymond Hettinger
• Learning Python 5ed by Mark Lutz Reference book
• Python Notes for Professionals

Images:

• img Practical Python and OpenCV by Adrian Rosebock

GUI:

• pyqt PyQT5 Programming Book
• pyqt Cursos Jesus Conde PyQt spanish
• pyqt Learn PyQt Video course

OTROS RECURSOS PYTHON

• Learn Python Interactive Tutorial

DATA SCIENCE

• Dataschool recursos data science

Aprendizaje:

• Data project checklist by Jeremy Howard
• book Data Science Jaak Vanderplas Altair creator
• book Data Science Joel Grus
• book Data Science Wes McKinney Pandas creator
• book Scientific Python Lectures
• Curso Kaggle Data Science

Otros:

• Estadistica en español
• Machine Learning con R

DEEP LEARNING

• Kaggle competitions
• Papers with code ML articles with code
• Glosario IA
• NVIDIA Education paid
• • Deep Learning Wizard

Repos:

• Gran repo open-source
• Machine Learning Tutorials repo
• Apuntes ML y DL by JaviAbellan
• Deep Learning Drizzle

CURSOS A++

• Coursera Machine Learning AndrewNg
• Coursera Deep Learning Specialization deeplearning.ai
• Coursera Tensorflow Specialization deeplearning.ai
• Coursera Tensorflow Lite and Mobile Specialization deeplearning.ai
• Coursera Medical Specialization deeplearning.ai –> TBA
• FastAI Deep Learning
• FastAI Machine Learning
• Deep Learning for Coders with FastAI by Jeremy Howard. TBA July 2020
• How to win a kaggle competition coursera russian
• Machine Yearning Book by Andrew Ng

OTROS RECURSOS DL

• Deep Learning Ian Goodfellow
• The Hundred Page ML Book and his review
• MLCourse.ai ruso and articles inMedium
• Cursos Stanford Univ. de IA twitter thread
  • Cheatsheets
• DL with Python by Sebastian Rashka 3ed nueva
• Curso aprendizaje automatico de Google
• Masters Degree Self-learning ML
• Machine Learning Mastery Too many resources

tensorflow

• Hands-on ML with keras and tensorflow by Aurelien Geron
• DL with Python by F.Chollet (2ed TBA)
• DL for computer vision by Adrien Rosebock 3ed for tf2 TBA. pyimagesearch
• ML tokyo
• Practical DL for cloud, mobile and edge

Otros:

• Tf2 hacks
• Hands-on enural networks with tf2
• Curso tf2 imperial college london
• dl tf2-keras antonio gulli

LINUX

• Curso MIT de informatica general: git, vim, terminal
• Recursos Git
• Curso Linux Corey Shafer

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DATASETS

• Repositorios ML Univ
• Google Dataset Seach

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GENTE INTERESANTE

• Andres Torrubia
• javiabellan
• adolflowsta

PROYECTOS INTERESANTES MACHINE LEARNING

• Spleeter = split music tracks (FB)
• Demucs = split music tracks (Deezer)
• Deepnude = nude people
• Faceswap = deepfake generator (face swaping)
• OpenAI Jukebox = music generator
• Real Time Voice Cloning = voice changer-cloning
• Neural Voice Puppetry = lips moving with given voice

COMUNIDADES

• /reddit Machine Learning
• ArXiV vision computer
• Comunidades esp: Machine Learning Hispano, SpainML, SaturdaysAI Global y SaturdaysAI Murcia

CIENCIA Y DIVULGACIÓN

• DotCSV y NotCSV
  • Recursos IA DotCSV
• ArxiV Insights
• Two Minute Paper
• 3Blue1Brown ciencia en español