Anyway, we have put together a site where you can learn basic free Python and machine learning.

Introduction

I will introduce the sites collected by surfing the net with just a name, a link and a brief description. (Add links etc. from time to time) I would be grateful if you could introduce the site in the comments. It does not include famous sites such as Progate and dot install. I also introduce a blog. Please note that the contents are not explained. Let's go.

Codeprep Format: Exercise Price: All free Learning range: Basic grammar, data manipulation, NumPy, Pandas, OOP It is a fill-in-the-blank format and does not require environment construction. There are other than Python. https://codeprep.jp/featured

Paiza learning

Format: Exercises / Videos Price: Python is all free Python is all free. https://paiza.jp/works

Python 3 learning site by Python engineers

Format: Blog text Price: All free It is a blog that describes the application in detail. There are a lot of articles. https://www.python.ambitious-engineer.com/

Leagence

Format: Text / Exercise Price: All free Learning scope: Basic grammar, data manipulation, Numpy, Matplotlib, Pandas, machine learning, deep learning, scraping, data analysis, OOP It's like Progate. There is also a Julia course, all free of charge. https://leagence-prog.com/

A memorandum of a certain science

Format: Blog text Price: All free This is a blog written by high school students. There are many things other than Python. https://shizenkarasuzon.hatenablog.com/archive

Pyhoo

Format: Blog text Price: All free This blog is easy for beginners to understand. https://pyhoo.jp/

You can do it with copy! Tkinter

Format: Text Price: All free As the name implies. It also explains Tkinter of Python2 series. https://nnahito.gitbooks.io/tkinter/content/

Tohoho's introduction to Python

Format: Text Price: All free This is a site where basic grammar is written. http://tohoho-web.com/www.htm

Introduction to Python Numerical Calculation

Format: Text Price: All free This is a site that describes the basics and libraries related to numerical values. https://python.atelierkobato.com/

Python-izm Format: Text Price: All free It is a site where everything from introductory to applied is written. https://www.python-izm.com/

Python and machine learning learning site

Format: Text Price: All free It's about Python basics and machine learning. https://ruby-de-free.net/wp/

Aidemy Format: Exercises / Videos Price: Mostly free (8 out of 10 courses) About Python and AI. https://aidemy.net/courses

KIKAGAKU Format: Text Price: All free Mainly about machine learning. https://www.kikagaku.ai/

AI Academy Format: Text Price: About half free (about 21 out of 45 courses) This is also mainly machine learning. https://aiacademy.jp/

Chainer tutorial

Format: Text Price: All free It describes deep learning and the mathematics used for it. https://tutorials.chainer.org/ja/

Medical AI Specialized Course Online Lecture Materials

Format: Text Price: All free As the name implies. https://japan-medical-ai.github.io/medical-ai-course-materials/

Codexa Format: Exercises / Texts / Videos There are machine learning tutorials and articles. Fee: Most are free (some are charged) https://www.codexa.net/

Matsuo Lab

Format: Exercises / Texts / Videos Price: All free You can practice deep learning and data science. https://weblab.t.u-tokyo.ac.jp/gci_contents/

Coursera Format: Video Fee: Basic free (license acquisition is charged) There are various videos related to AI. https://www.coursera.org/

Hayabusa Technical Note

Format: Blog text Price: All free There are articles such as Python and image processing. https://cpp-learning.com/

Japanese-English blog of self-taught beginner programmers

Format: Blog text Price: All free It is written around Python. https://akasatanahama.com/

nkmk note Format: Blog text Price: All free Contains articles on Python machine learning and scraping. https://note.nkmk.me/

Machine learning to make and play.

Format: Blog text Price: All free It explains from the beginning of machine learning. http://machine-learning.hatenablog.com/

OpenBook Format: Text Price: All free Various people are writing articles. https://openbook4.me/

Tellus Trainer Format: Video Price: All free Sakura Internet provides it until June 30th without membership registration. https://tellusxdp.github.io/start-python-with-tellus/index.html

Tellus x TechAcademy Tellus Learning Course for Beginners

Format: Video Price: All free Similarly, Sakura Internet provides it until June 30th without membership registration. https://tellusxdp.github.io/start-python-with-tellus/index.html

N preparatory school

Format: Exercises / Videos Fee: Programming course is basically free (it is easier to understand if you actually go to see it) Learn about machine learning and high school math. https://www.nnn.ed.nico/home

in conclusion

I tried to summarize it briefly. It may be more correct to arrange them than to put them together. I'm planning to release the sequel (?) Of this in the near future. I hope I can help everyone who is refraining from doing so.

HTML, CSS, JS version of this. https://qiita.com/meganeo/items/18f9072f64915c086a87

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