Flask - Python micro web framework
Flask REST API development, containerization using docker, production readiness using gunicorn with nginx reverse proxy server.
Part 3: Dockerize Flask application and build CI/CD pipeline in Jenkins
Upasana | February 09, 2021 | 3 min read | 2,177 views | Flask - Python micro web framework
This article covers Flask API Containerization using Docker, Setting up CI/CD pipeline using Jenkins and Cloud deployment
Read ArticleFlask Interview Questions
Upasana | July 24, 2020 | 2 min read | 1,246 views | Flask - Python micro web framework
Top interview questions for Python Flask Micro web framework - API development, Deployment in production, logging and monitoring and testing
Read ArticleDeploying Keras Model in Production using Flask
Upasana | December 07, 2019 | 7 min read | 2,395 views | Flask - Python micro web framework
This article covers process of building a Flask REST API over saved Keras model and deploy it in production. We are going to take example of a mood detection model which is built using NLTK, keras in python.
Read ArticleRuntimeError: get_session is not available when using TensorFlow 2.0
Upasana | December 01, 2019 | 2 min read | 5,951 views | Flask - Python micro web framework
Here, we will see how we can upgrade our code to work with tensorflow 2.0 on removing get_session
Read ArticleBlueprints in Flask API Development
Upasana | October 29, 2019 | 2 min read | 298 views | Flask - Python micro web framework
Flask provides blueprints to lets us organize our large application code by breaking it into smaller and reusable modules.
Read ArticleSingleton Design Pattern in Python
Upasana | October 29, 2019 | 1 min read | 139 views | Flask - Python micro web framework
Singleton design pattern belongs to creational design pattern that ensures only one instance is created for the given class.
Read ArticleNamed Entity Recognition using spaCy and Flask
Upasana | October 19, 2019 | 8 min read | 1,491 views | Flask - Python micro web framework
In this tutorial you will learn how to build and deploy flask based REST endpoint for (Named Entity Recognition) NER using spaCy statistical models.
Read ArticlePart 2: Deploy Flask API in production using WSGI gunicorn with nginx reverse proxy
Upasana | August 31, 2019 | 7 min read | 3,644 views | Flask - Python micro web framework
Flask in production using wsgi gunicorn, nginx reverse proxy server with load balanced multiple gunicorn instances
Read ArticlePart 1: Creating and testing Flask REST API
Upasana | August 31, 2019 | 7 min read | 1,838 views | Flask - Python micro web framework
In this article we will explore setting up Python and Virtual environment, introduction to flask, pip. Also we will create a simple hello world flask app and test it using curl and POSTMAN
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