by Suf | Oct 2, 2024 | Data Science, DSA, JavaScript, Programming, Tips
Merge Sort is one of the most efficient sorting algorithms, especially for large datasets. It’s based on the divide and conquer approach, making it faster than simple algorithms like Bubble Sort or Selection Sort. This post will explore how to implement Merge Sort in...
by Suf | Sep 30, 2024 | C++, Data Science, DSA, Programming, Tips
Bucket Sort is a sorting algorithm that distributes elements into a number of “buckets,” sorts the elements within those buckets, and then concatenates the buckets to form the final sorted array. It’s particularly efficient when the input is uniformly...
by Suf | Sep 26, 2024 | C++, Data Science, Programming, Tips
Introduction Distance calculations are fundamental in many domains, such as machine learning, statistics, and data analysis. Mahalanobis distance stands out for its ability to measure the distance between a point and a distribution, accounting for correlations between...
by Suf | Sep 24, 2024 | C++, Data Science, Programming, Tips
The Hamming distance measures the difference between two strings of equal length, typically used for binary sequences. It counts the number of positions where the corresponding bits or characters differ. This distance is widely used in error detection and correction...
by Suf | Sep 14, 2024 | Data Science, Python, Tips
Introduction When working with Python and manipulating data, you might often use libraries like NumPy and Pandas. However, combining these libraries or mistakenly using one in place of another can result in errors. One such common error is the following:...
by Suf | Sep 14, 2024 | Data Science, Programming, Python, Tips
When working with file handling in Python, a common error encountered is the AttributeError: ‘_io.TextIOWrapper’ object has no attribute ‘encode’. This typically occurs when you’re trying to call the .encode() method on a file object,...
