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Continue reading →: NumPy Tutorial: Learn the Essential Functions for Data Science & Scientific ComputingNumPy (Numerical Python) is arguably the most essential library for scientific computing and data analysis in Python. It provides support for large, multi-dimensional arrays and matrices, along with a collection of high-performance mathematical functions to operate on these arrays. Before NumPy, working with numerical data in Python was often cumbersome…
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Continue reading →: Laravel 12: 12 powerful things you should knowLaravel continues to evolve, bringing speed, elegance, and developer joy with every release. With Laravel 12, the framework introduces a range of new features and enhancements that aim to streamline development, improve performance, and modernize your tech stack. If you’re currently using Laravel 11, this post will guide you through…
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Continue reading →: Fixing Database Issues During Drupal MigrationWhen migrating your Drupal 7 site to Drupal 11, it’s essential to be aware of the common database errors that can occur during the process. These errors can cause issues with your site’s functionality, security, and overall performance. In this article, we’ll cover some of the most common database errors…
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Continue reading →: Mastering Drupal 11: Upgrade Your Custom ModulesDrupal 7 was a popular version of the content management system (CMS) for many years, but like all good things, it eventually came to an end. Drupal 11, on the other hand, is the latest and greatest version of Drupal, offering a host of new features and improvements. However, when…
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Continue reading →: Creating Custom Tables in Drupal 11Drupal’s core database is powerful, but often doesn’t perfectly align with the specific data structures you need for your project. When dealing with complex relationships or specialized information, creating custom tables can dramatically improve performance, flexibility, and maintainability. This post will guide you through building a custom table structure in…
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Continue reading →: Binary Cross-Entropy: Understanding and Implementing a Vital Loss Function
Binary cross-entropy is a fundamental concept in machine learning, particularly for binary classification problems. It serves as a loss function or cost function to measure the difference between predicted probabilities and true labels. In this comprehensive guide, we’ll delve into the world of binary cross-entropy (BCE), exploring its mathematical formulation,…
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Continue reading →: List Comprehensions and Lambda Functions in Python: A Comprehensive Guide
In this blog post, we’ll delve into the world of list comprehensions and lambda functions in Python. These two powerful features are often overlooked, but they can significantly improve your coding efficiency and readability. By the end of this article, you’ll be equipped to write concise, expressive code using list…
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Continue reading →: Mastering Object-Oriented Programming (OOP) in Python: A Deep Dive into Polymorphism & Magic Methods
Object-oriented programming (OOP) is a paradigm that structures software design around objects, which encapsulate data (attributes) and methods (functions) that operate on that data. Python’s support for OOP makes it an excellent choice for building complex, maintainable, and reusable code. This blog post will delve into the core principles of…
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Continue reading →: Unlocking Hidden Power: Exploring the Least Known but Highly Useful Eloquent Methods in Laravel
Laravel’s Eloquent ORM is a versatile and powerful tool that allows developers to interact with databases in a way that feels almost like working with objects. While many developers are familiar with the basics of Eloquent, there are several methods and features that are often overlooked or not well-documented. These…
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Continue reading →: Mastering Eloquent: Best Practices for Efficient and Elegant Laravel Development
Laravel, the popular PHP framework, is renowned for its elegant syntax and intuitive approach to web development. One of its standout features is Eloquent, an object-relational mapper (ORM) that simplifies database interactions by providing a fluent and expressive API. In this blog post, we’ll dive into best practices for using…
Hello,
I’m Avinash Tirumala
Hi there! Welcome to my site. I’m Avinash Tirumala, a full-stack developer and AI enthusiast with a deep background in Laravel, Symfony, and CodeIgniter, and a growing passion for building intelligent applications. I regularly work with modern frontend tools like Tailwind CSS, React, and Next.js, and explore rapid prototyping with frameworks like Gradio, Streamlit, and Flask. My work spans web, API, and machine learning development, and I’ve recently started diving into mobile app development. This blog is where I share tutorials, code experiments, and thoughts on tech—hoping to teach, learn, and build in public.
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