Design Patterns
Posted inBooks

Design Patterns

If you're a software developer who's serious about leveling up your object-oriented programming skills, the "Gang of Four" Design Patterns book is practically a rite of passage. I remember the first time I cracked this open – it was like...
How to use closures inside loops in JavaScript
Posted inJavaScript

How to use closures inside loops in JavaScript

Master JavaScript closures, loops, and asynchronous programming to avoid common pitfalls. Understand how closures capture loop variables and explore solutions like IIFE, `let`, `forEach`, `map`, and `async/await`. Enhance code reliability, readability, and performance while ensuring robust testing with frameworks like Jest and Mocha.
How to crop, resize and flip images with Pillow in Python
Posted inPython

How to crop, resize and flip images with Pillow in Python

Python's Pillow library offers the transpose() method for lossless image flipping and 90-degree rotations. Use Image.FLIP_LEFT_RIGHT for horizontal flips and Image.ROTATE_90 for rotations. This fast, efficient operation is ideal for composition correction and data augmentation.
JavaScript for Video Processing and Streaming
Posted inJavaScript

JavaScript for Video Processing and Streaming

Detailed Explanation of Concepts JavaScript is a versatile programming language that can also be used for video processing and streaming. With the help of the Media API, JavaScript allows developers to manipulate and stream videos directly within web applications. In...
Working with Sparse Data in scikit-learn
Posted inPython

Working with Sparse Data in scikit-learn

Python libraries for sparse data include scipy.sparse with formats like CSR, COO, and CSC for efficient matrix operations. Networkx and igraph use sparse matrices for graph data. Scikit-learn supports sparse inputs for machine learning. Format choice impacts performance; CSR is suited for row slicing and matrix-vector products.
How to convert a JavaScript object to JSON
Posted inJavaScript

How to convert a JavaScript object to JSON

JavaScript objects are vital for data structuring in web development. This guide covers object creation using literal notation, dynamic properties, nesting, and accessing values. It also explains JSON.stringify() for converting objects to JSON, including handling serialization limits and optional parameters for customization.

Python and Django: Developing Web Applications
Posted inDJANGO Python Web development

Python and Django: Developing Web Applications

Python has gained immense popularity in various domains, including web development. When it comes to building web applications, Python offers numerous frameworks that simplify the development process. One such framework is Django, which follows the Model-View-Controller (MVC) architectural pattern.
Clustering and Spatial Analysis with scipy.cluster
Posted inPython

Clustering and Spatial Analysis with scipy.cluster

Hierarchical clustering limits on large datasets due to O(n²) complexity. K-means scales better, especially with subsampling or scikit-learn’s MiniBatchKMeans for faster clustering. Memory optimization via float32 reduces footprint. Distributed computing with Dask enables large-scale spatial data processing.