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[개정판] 파이썬 머신러닝 완벽 가이드
권 철민
$99,000.00
Basic / Python, 머신러닝, 통계
4.9
(410)
이론 위주의 머신러닝 강좌에서 탈피하여 머신러닝의 핵심 개념을 쉽게 이해함과 동시에 실전 머신러닝 애플리케이션 구현 능력을 갖출 수 있도록 만들어 드립니다.
Basic
Python, 머신러닝, 통계
This course is designed to help you learn the core functions of FastAPI, as well as the entire process of web service development. Through this course, we will help you become a FastAPI expert developer needed in the field.
Learn the core components of FastAPI
Handling Pydantic Models
Handling databases and writing stable DB handling code based on SQLAlchemy
Asynchronous DB Handling in SQLAlchemy
Handling the Jinja2 template engine
File Upload in FastAPI
Implementing MVC-based modules in FastAPI
Exceptions and Exception Handling Methods of Various FastAPIs
Handling Middleware
FastAPI's Authentication and Login
Signed Cookie based on Cookie and SessionMiddleware
Handling Sessions Using Redis
Who is this course right for?
Anyone who wants to learn FastAPI
For those who want to systematically learn how to implement Python-based web applications beyond simple FastAPI functions.
Those who want to improve the performance of existing web/APIs by utilizing asynchronous frameworks, etc.
Anyone who needs to transition from an existing Java, Node.js-based backend developer to a Python-based backend developer
If you are looking for a modern web framework with powerful performance and simple convenience features.
(Not covered in this lecture) Anyone looking for an asynchronous API framework for serving machine learning models
Need to know before starting?
Intermediate level Python skills
SQL basics skills
HTML Basics
25,482
Students
1,228
Reviews
3,932
Answers
4.9
Rating
13
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파이썬 머신러닝 완벽 가이드 저자
All
164 lectures ∙ (25hr 8min)
Course Materials:
All
35 reviews
4.9
35 reviews
Reviews 2
∙
Average Rating 5.0
5
The content was also rich and it was a lecture that was just right for me. Since I have to process everything with RAW SQL, it was better because ORM was not covered. While listening to the lecture, it took quite a while to proceed while creating each endpoint that I would actually use. Thank you, instructor. For reference, for those who use a Windows package management tool such as scoop, the latest version of redis 7.4.1 is packaged, so you can install it in one line without complex WSL settings. You don't have to install the old version of 3.0. https://github.com/redis-windows/redis-windows I hope this was helpful to those who are listening to the lecture.
Oh, thank you for the long review. And thank you for the good info on Windows Redis.
Reviews 14
∙
Average Rating 4.9
Edited
5
I took the Kafka lecture very profitably and chose it without hesitation. My choice was not wrong. I was able to learn about the overall web by not focusing only on the Fast API framework, but by adding various concepts and elements necessary for web development in between. Even at this point, Django is more active, but it was an excellent choice for the future, and I expect that there will be an explosive synergy when the teacher's true value, machine learning - deep learning lectures, come out in the future. I will wait. Thank you.
Reviews 13
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Average Rating 4.2
Reviews 5
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Average Rating 5.0
5
It's good because I can organize a lot of content quickly. I studied FastAPI on various platforms and read books, but this was the easiest to understand and learn properly. I was a little worried because there was a lot of live coding. I thought, 'Wouldn't it be boring?', but it was easier to understand because the prepared logic was quickly recoded and explained. In the previous review, you said that the microphone was a bit problematic, but it was improved and not very inconvenient. It's a little disappointing that ORM is missing. I really want to hear what you think about ORM and how to use it well. I really hope the next backend in-depth lecture comes out!
Oh, thank you for the great review. And thank you for taking the time to write such a long review. ORM is extremely polarizing, so I am cautious about my personal opinion. As I mentioned briefly in the lecture, if you have some experience with DB, I think it is a personal choice whether to use ORM or not. However, if you do not have much experience with DB, I think it is absolutely necessary to use SQL directly rather than ORM. If you need more of my personal opinion, please post a question in Q&A and I will give you more additional answers. Thank you.
Reviews 1
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Average Rating 5.0
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