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Serverless Python Requirements: A Step by Step Guide

Introduction In this post, we'll be building a simple RESTful API using Python and Flask. We'll do it by using the serverless framework and AWS Lambda. But before we start building the API, we'll first discuss some of the commonly asked questions about Python and the serverless framework. What Is the Serverless Framework? The serverless framework allows you to deploy and maintain applications without worrying about scaling and writing complex server logic. This allows you to focus on developing, deploying, and troubleshooting your application, leaving the rest to your cloud provider. (Here, as mentioned, we'll be using AWS Lambda ). Why Use the Serverless Framework? A serverless framework allows you to develop applications without worrying about scaling and allocating resources to your application, as the cloud service providers take care of allocation and scaling requirements. This will enable you to focus on improving your application. The serverless framework is ...

Introduction to Object-Oriented Programming with Python: A Comprehensive Guide

Object Oriented Programming (or OOPS for short) is a programming style that improves readability, reusability, and allows for easier collaboration of code between developers and builds a robust codebase that can be retrieved and modified with ease. It's like a map that gives direction and structure to your program. This structure acts as the core for your codebase and gives an idea of the child functions and variables. Introduction to Object-Oriented Programming Object-oriented programming is essential in software development, as it defines a structure for your program. As the name suggests, objects play an important role in object-oriented programming. An object can be further defined as an instance of a class. Class Classes are a design or a structure in which the program follows a certain structure. An object or any other superclass inherits from the given class. A class is said to be one of the primary components of an OOP structure. In the above example, we can see that Pi_v...

What is Cloud Analytics? 6 benefits of using Cloud Analytics

Image credit - https://www.pexels.com/@cookiecutter/ What is Cloud Analytics? Cloud Analytics is the process of performing data analysis operations on a public or private cloud, as opposed to performing analytics operations on your Local Infrastructure. It utilises cloud computing to perform complex analytical and data operations in a much faster and optimised way. E.g., RunPod allows you to utilise GPU/(s) when working on billions of parameters. It would take a long time if it were processed locally. One example of such processing can be word vector embedding, which can take hours on a local CPU can be done in a fraction of the time using GPUs. Cloud Analytics is the way forward in large-scale data processing, as data operations become increasingly complex, such as in the case of LLMs. Some of the more p...

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