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Articles by Amar Kumar
2 articles
How 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 MoreDifference between Android 1.0 and Android 4.4
Introduction Android, developed by Google, has undergone significant transformations since its initial release. The first official version, Android 1.0, launched in 2008, laid the foundation for the modern smartphone ecosystem. It introduced basic functionalities like the Android Market (now Google Play), notifications, and core Google apps. However, it lacked many features that are now considered standard in modern smartphones. Fast forward to Android 4.4 (KitKat), released in 2013, and the operating system has evolved dramatically. This version focused on performance improvements, a polished UI, optimized resource usage, and better efficiency on lower-end devices. It also introduced several new features such ...
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