FastAPI has Ruined Flask Forever for Me. Why I prefer using FastAPI instead of Flask. I found a framework called FastAPI and it became my new favorite framework. Here are the reasons why I like to use FastAPI.
What do you like best about being a data scientist? It’s definitely modeling and fine-tuning for optimal results. But what does it mean to be a good model if it’s never used or never deployed?
To produce a machine learning model, the typical approach is to wrap it in a REST API and use it as a microservice. One of the most widely used frameworks for creating APIs is Flask.
The main reason Flask is widely used is its simplicity. In general, we only use the API to model predictions, so we don’t need a complex architecture (example: Django). Another reason is that Flask is written in Python, which is the language used to do machine learning modeling in general, so we are familiar with it.
However, if you want to create a REST API with clear, static, inputs that are validated, you must include several different packages from several third parties that do not cooperate with each other. And you have to create custom code to get everything running.
This is what caused me to look for alternatives for my needs, where finally I found a framework called FastAPI and it became my new favorite framework. Here are the reasons why I like to use FastAPI.
Learn Python for Machine Learning and Web Development. Can Python be used for machine learning? Python is widely considered as the preferred language for teaching and learning ML (Machine Learning). Can I use Python for web development? Python can be used to build server-side web applications. Why Python is suitable for machine learning? How Python is used in AI? What language is best for machine learning?
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Learn Flask - Python Web Development - Flask Crash Course For Beginners, in this video we are going to talk about about different concepts in flask. Flask is a micro web framework written in Python. It is classified as a microframework because it does not require particular tools or libraries. It has no database abstraction layer, form validation, or any other components where pre-existing third-party libraries provide common functions.
In the programming world, Data types play an important role. Each Variable is stored in different data types and responsible for various functions. Python had two different objects, and They are mutable and immutable objects.