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)
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)
Those who have Progate completion level programming skills
Those who want to try "Learning Roadmap for Machine Learning for Python Beginners"
AtCoder for brown coder and above
・ Become a researcher who uses "machine learning" on a daily basis ... It is not an article.
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.
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.
Up to here for this time! !! !! Next time: Currently in production is "Learning Python using the site"! (Currently in production !!)
[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)