Sadman Kabir Soumik
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  • Brute-Force to Optimized Python Solutions for All LeetCode Blind-75 Problems

    calendar Feb 26, 2023 · 98 min read · algorithms leetcode problem solving  ·
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    Brute-Force to Optimized Python Solutions for All LeetCode Blind-75 Problems

    Blind-75 is a curated list of 75 LeetCode problems compiled by Yangshun Tay. The list can be accessed at this link. Initially, I solved each problem using a brute-force approach, which often resulted in a Time Limit Exceeded (TLE) error. Then, I solved each problem with an optimized method that was accepted on …


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  • From RNN to Transformers (Without Math Jargon)

    calendar Jan 30, 2023 · 13 min read · machine learning data science NLP algorithm  ·
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    From RNN to Transformers (Without Math Jargon)

    Transformer-based models are a types of neural network architecture that uses self-attention mechanisms to process input data. They were introduced in the paper "Attention Is All You Need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia …


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  • Cracking the LeetCode Two Sum Variations - All 5 Problems

    calendar Oct 21, 2022 · 5 min read · algorithms leetcode problem solving  ·
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    Cracking the LeetCode Two Sum Variations - All 5 Problems

    Author: Sadman Kabir Soumik Original Two Sum Problem Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target. You may assume that each input would have exactly one solution, and you may not use the same element twice. You can return the answer in any …


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  • All 6 Best Time to Buy and Sell Stock Problems Using The Same Formula

    calendar Jun 15, 2022 · 11 min read · algorithms leetcode problem solving  ·
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    All 6 Best Time to Buy and Sell Stock Problems Using The Same Formula

    122.Best Time to Buy and Sell Stock II You are given an integer array prices where prices[i] is the price of a given stock on the ith day. On each day, you may decide to buy and/or sell the stock. You can only hold at most one share of the stock at any time. However, you can buy it then immediately sell it on the same …


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  • Lambda, Map, Filter, and Reduce in Python

    calendar Dec 11, 2020 · 7 min read · programming python  ·
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    Lambda, Map, Filter, and Reduce in Python

    Lambda The Lambda function, also known as an anonymous or inline function, is a way to create a function without giving it a name. This can be useful when you need to define a function that will only be used once, or when you want to pass a function as an argument to another function. Here is an example of using a …


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  • Unleashing the Power of Bit Manipulation in Computer Science

    calendar Jun 12, 2020 · 3 min read · programming python  ·
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    Unleashing the Power of Bit Manipulation in Computer Science

    Bit Manipulation Bit manipulation is a technique used in computer science to manipulate data at the level of its binary representation. This can be useful for a variety of tasks, such as low-level optimization, data compression, and cryptography. At its core, bit manipulation involves working with individual bits, …


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  • Dynamic Programming - Step by Step Guide with Examples

    calendar Dec 23, 2019 · 7 min read · programming algorithm  ·
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    Dynamic Programming - Step by Step Guide with Examples

    Dynamic programming is a method for solving complex problems by breaking them down into smaller subproblems. It is a mathematical optimization technique that is mainly used for solving problems that exhibit the properties of overlapping subproblems and optimal substructure. The basic idea behind dynamic programming is …


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  • Understanding Logarithm Function

    calendar Aug 6, 2019 · 3 min read · programming algorithms math  ·
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    Understanding Logarithm Function

    Logarithms are mathematical operations that are the inverse of exponentiation. In other words, if we have a base b and an exponent x, the logarithm of the resulting number y to the base b is x. This can be written as log_b(y) = x. For example, the logarithm of 1000 to base 10 is 3, because 10^3 = 1000. Similarly, the …


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  • Understanding Graph Traversal - BFS vs DFS

    calendar Mar 12, 2019 · 7 min read · algorithms problem solving  ·
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    Understanding Graph Traversal - BFS vs DFS

    Breadth-first search (BFS) and depth-first search (DFS) are two algorithms for traversing graphs. These algorithms are used to search for specific nodes or to find the shortest path between two nodes in a graph. BFS The breadth-first search (BFS) algorithm is a graph traversal algorithm that explores all of the …


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  • Basic Coding Problems You Must Be Able to Solve As a Computer Science Graduate

    calendar Feb 22, 2019 · 13 min read · algorithms leetcode problem solving  ·
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    Basic Coding Problems You Must Be Able to Solve As a Computer Science Graduate

    Check Prime Number A prime number is a positive integer greater than 1 that has no positive integer divisors other than 1 and itself. For example, the first six prime numbers are 2, 3, 5, 7, 11, and 13. The number 6 is not a prime number because it has more than two positive integer divisors. In fact, the divisors of 6 …


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SK Soumik

Data Science | Software Engineering
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