by Suf | Jan 14, 2025 | C++, Data Science, DSA, Programming
Max heaps are essential data structures in computer science, particularly valuable for priority-based operations where the highest value has precedence. In this guide, we’ll explore various implementations of max heaps in C++, from using the Standard Template...
by Suf | Jan 7, 2025 | C++, Data Science
In this guide, we’ll explore how to implement set similarity calculations using the Jaccard Similarity Coefficient and MinHash technique in C++. We’ll cover everything from basic implementation to optimized solutions for large-scale applications. Table of...
by Suf | Jan 7, 2025 | C++, Data Science, Linear Algebra, Programming
In this guide, we’ll explore how to implement cosine similarity in C++, a fundamental metric used in various applications from text mining to recommendation systems. We’ll cover everything from basic implementation to optimized solutions and practical use...
by Suf | Jan 4, 2025 | Data Science, R
Table of Contents Introduction Mathematical Foundations Using Base R Visualization with ggplot2 Model Diagnostics Best Practices Conclusion Further Reading Attribution and Citation Introduction Quadratic regression is a powerful statistical technique for modeling...
by Suf | Jan 3, 2025 | Data Science, Python
Table of Contents Introduction Mathematical Foundations Using NumPy Visualizing Quadratic Regression with Matplotlib Visualizing Quadratic Regression with Seaborn NumPy Model Evaluation Using Scikit-learn Using Statsmodels Best Practices Model Diagnostics Conclusion...
by Suf | Jan 1, 2025 | R, Statistics
Introduction This comprehensive guide demonstrates various methods to calculate Sum of Squares components (SST, SSR, and SSE) in R. We’ll explore implementations using base R, tidyverse, and the stats package, providing clear examples and visualizations for each...
