Archives for Flask

15 Jun

FastAPI vs Flask: Comparison Guide for Data Science Enthusiasts

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image-23573

Data Science being a multidisciplinary area, is not only restricted to creating problem-specific models. One of the challenges faced by people working in this field is deploying any ML model. But nowadays, it is pretty straightforward to deploy or test your machine learning model at the production level. This is an essential step because not…

The post FastAPI vs Flask: Comparison Guide for Data Science Enthusiasts appeared first on Analytics India Magazine.

20 Feb

How To Run A Development Server For Flask Web Applications Using Google Colab

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image-20159

A lot of people know how to build ML models, but surprisingly few are comfortable with the deployment process. Deploying models is a necessary skill in the industry, and the first step of deployment is running our ML models on the web during development for demos and testing. This can be done using a simple…

The post How To Run A Development Server For Flask Web Applications Using Google Colab appeared first on Analytics India Magazine.

09 Dec

How To Deploy A Fastai Model Using Flask API

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image-8799

Data Scientist’s job chiefly deals with and revolves around data, data analysis and modeling. But what comes after the modelling? What is the purpose of a saved model? Today we will answer these questions in the simplest way possible — by implementing it. Deployment is not a simple task and it involves development skills as…

The post How To Deploy A Fastai Model Using Flask API appeared first on Analytics India Magazine.

09 Dec

How To Deploy A Fastai Model Using Flask API

image-8800
image-8800

Data Scientist’s job chiefly deals with and revolves around data, data analysis and modeling. But what comes after the modelling? What is the purpose of a saved model? Today we will answer these questions in the simplest way possible — by implementing it. Deployment is not a simple task and it involves development skills as…

The post How To Deploy A Fastai Model Using Flask API appeared first on Analytics India Magazine.

31 May

Django Vs Flask: A Detailed Comparison Between Python’s Most Popular Frameworks

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image-4886

Python is widely used today for web development and there are a number of framework option available today for web development in Python. Two of the most popular frameworks are Django and Flask. While Django is a full-stack web framework for Python, Flask, on the other hand, is a lightweight and extensible Python web framework.…

The post Django Vs Flask: A Detailed Comparison Between Python’s Most Popular Frameworks appeared first on Analytics India Magazine.