Tag: python
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An In-Depth Guide to Object-Oriented Programming in Python for Beginners
Object-oriented programming (OOP) is a powerful and widely used programming paradigm that helps you design and organize your code in a more structured and modular way. Python, a popular and versatile programming language, fully supports OOP concepts, making it an excellent choice for both beginners and experienced developers. In this comprehensive guide, we’ll explore the…
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Unlocking the Power of Rust: An Introduction to the Modern Programming Language
In the vast landscape of programming languages, there are few that stand out for their unique blend of performance, memory safety, and concurrency. Rust, a relatively young language born out of Mozilla Research, has quickly gained traction among developers due to its exceptional capabilities and focus on system-level programming. In this article, we will embark…
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The Neural Nexus: Unraveling the Power of Activation Functions in Neural Networks
In the realm of neural networks, one of the most crucial yet often overlooked components is the activation function. As the “neural switch,” activation functions play a fundamental role in shaping the output of individual neurons and, by extension, the overall behavior and effectiveness of the network. They are the key to introducing nonlinearity into…
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Unraveling the Enigma: An Introduction to Neural Networks
In the ever-evolving realm of artificial intelligence, one powerful concept stands at the forefront, shaping the future of intelligent systems – neural networks. These complex computational models, inspired by the intricate workings of the human brain, have revolutionized various industries and applications, from natural language processing and computer vision to finance and marketing. This comprehensive…
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Golang vs. Rust: A Battle of Titans in the World of Programming Languages
Introduction The realm of programming languages has seen the rise of many contenders, each offering unique advantages and capabilities to developers. Two languages that have gained significant attention and popularity in recent years are GoLang (often referred to as Go) and Rust. Both are powerful, modern languages designed to tackle various challenges in software development,…
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SQLAlchemy for python in lambda
SQLAlchemy is a powerful library for working with databases in Python, and it can be used in AWS Lambda functions to interact with databases in a serverless environment. In this article, we will provide a step-by-step guide on how to use SQLAlchemy in a Python AWS Lambda function. What is SQLAlchemy? SQLAlchemy is a Python…
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Setup CI/CD pipeline for serverless framework
In this article, we will walk through how to set up a CI/CD pipeline for a serverless application using the Serverless Framework. The pipeline will use GitHub Actions as the CI/CD tool and AWS as the cloud provider. By the end of this article, you will have a fully functional CI/CD pipeline that can automatically…
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Boost Performance by caching
As data becomes increasingly complex, it takes longer for programs to process the information they receive. When dealing with large datasets, the speed of your code can have a significant impact on its performance. One way to optimize your code is through caching. In this article, we’ll explore what caching is, why it is important,…
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Introduction to Quantum Computing
Quantum computing is a revolutionary technology that harnesses the principles of quantum mechanics to perform calculations that are exponentially faster than classical computing. At its core, quantum computing is about exploiting the properties of quantum bits (qubits) to perform complex computations in parallel. The idea of quantum computing is not new, and it has been…
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SOLID Design Principles Examples in Python
I already explained what is SOLID Principles in a previous article and here are examples in Python for each of the SOLID principles to make it more clear: Single Responsibility Principle (SRP) The SRP states that a class should have only one reason to change. In other words, a class should have only one responsibility. Here’s an…