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Flask Articles
Found 3 articles
How to run Flask App on Google Colab?
Google Colab, a cloud-based Python programming environment, allows users to write and run code directly in a web browser. While Google Colab is typically used for data analysis and machine learning projects, you can also run Flask applications there. This article explores the steps needed to set up and run a Flask application on Google Colab. Setting up Google Colab To get started, launch your web browser and navigate to https://colab.research.google.com/. Sign in using your Google account or create one if required. Install Flask and Required Packages Flask is a popular Python web framework. Installing Flask ...
Read MoreHow to deploy machine learning model using flask
Deploying a Machine Learning Model Using Flask Machine learning (ML) models are powerful tools for solving real-world problems. However, for them to be useful, they need to be deployed so that users can interact with them via a web interface or API. Flask, a lightweight web framework in Python, is a great option for deploying ML models due to its simplicity and flexibility.This guide provides a step-by-step approach to deploying an ML model using Flask. You have trained a machine learning model for a specific task, such as image classification, sentiment analysis, or predictive analytics. Now, you have to make ...
Read MoreDifferences Between Django vs Flask
This article contrasts these two web frameworks (Django and Flask), highlighting their similarities and differences as well as their features, benefits, and drawbacks, in order to assist you in selecting a paradigm for your project. Choosing the ideal web framework for your project as a software engineer or developer can be difficult because there are a lot of options like Django, Flask Pyramid, etc. Brief overview of Django and Flask Both the Django and Flask Python web frameworks have a sizable user base. With an integrated ORM, templates, and admin interface, Django is a high-level, full-stack web framework. On the ...
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