Python beginners publish web applications using machine learning [Part 1] Introduction

Purpose of this article

Tomi, an obstetrician and gynecologist Article by Dr. ["[Self-study] Learning roadmap for machine learning for Python beginners"](https://obgynai. I tried to create my own roadmap by referring to com / self-study-python-machine-learning /).

This article is the first in a group of memo articles. The article is subdivided for readability first! (After writing, I will publish an article that summarizes everything)

Self-introduction

My name is Tsuba Mukku. After graduating from Kyushu University, I re-entered the Department of Medicine, National University School of Medicine. While aiming to graduate from the Faculty of Medicine and pass the National Examination for Medical Practitioners, I am also biting into pure mathematics and computer science (I also take classes in mathematics and information science).

Hand-held skills ・ Competitive Programming ・ "Gityu b" (hps: // Gityu b. This m / Tsubamuku)

Assumed reader

  1. Those who have Progate completion level programming skills

  2. Those who want to try "Learning Roadmap for Machine Learning for Python Beginners"

  3. AtCoder for brown coder and above

Notes

・ Become a researcher who uses "machine learning" on a daily basis ... It is not an article.

Goal this time: Decide clearly what you want to do

Why is it important to clarify the goal of "what I want to do"? ?? ??

I think:

(1) Is there really a shortage of IT human resources? ?? ・ ・ ・ I think it is better to think of it as “lack of quality” rather than simply thinking of it as a shortage of human resources ** (Reference 11 / IT% E4% BA% BA% E6% 9D% 90% E3% 80% 8C79% E4% B8% 87% E4% BA% BA% E3% 80% 8D% E4% B8% 8D% E8% B6% B3% E6% 99% 82% E4% BB% A3% E3% 82% 92% E5% 89% 8D% E3% 81% ABIT% E3% 82% A8% E3% 83% B3% E3% 82% B8% E3% 83% 8B% E3% 82% A2% E3% 81% 8C% E8% 80% 83% E3% 81% 88)).

(2) Are you attracted to the singing phrase "You can get a free life by programming!"? ?? ... I've never been a member of society and I don't know about the job of an engineer. However, even in the world of medicine to which I belong, "I have a doctor's license so I can have a free life!" I do not think. ** Is the rigor of making money and earning a living as a professional the same in any industry? ?? ?? ** **


In my case, I set the final goal as follows:

(1) Solve all the problems of "[Self-study] Learning Roadmap for Machine Learning for Python Beginners".

(2) Based on (1), develop and publish one Web application using machine learning.

Environment

In my case, I used MacBookPro13inch (OS: Mojave10.14.6, Processor: 2.7 GHz Intel Core i7, Memory: 16GB).

About cloud infrastructure preparation I referred to Registration of AWS cloud9.

Finally

Up to here for this time! !! !! Next time: Currently in production is "Learning Python using the site"! (Currently in production !!)

List of reference sites

[Self-study possible] Learning roadmap for machine learning for Python beginners](https://obgynai.com/self-study-python-machine-learning/) [The real problem is quality rather than quantity ... The truth about the IT human resources white paper "engineer shortage"](https://paiza.hatenablog.com/entry/2019/01/11/IT%E4%BA%BA%E6%9D % 90% E3% 80% 8C79% E4% B8% 87% E4% BA% BA% E3% 80% 8D% E4% B8% 8D% E8% B6% B3% E6% 99% 82% E4% BB% A3 % E3% 82% 92% E5% 89% 8D% E3% 81% ABIT% E3% 82% A8% E3% 83% B3% E3% 82% B8% E3% 83% 8B% E3% 82% A2% E3 % 81% 8C% E8% 80% 83% E3% 81% 88)

Register AWS cloud9

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