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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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  • Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    calendar Jan 12, 2023 · 3 min read · project-tutorial bot-development python  ·
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    Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    Goal of The Project The project aims to build an Instagram bot that will auto-scroll pages down and Like/Love posts automatically. We must log in to Instagram from our web browser and then run the program. You will find all the source code in this GitHub repository. Dependencies 1pip install pyautogui 2# if you are on …


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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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  • Working with Elasticsearch on Linux Using Python Client

    calendar Aug 19, 2022 · 6 min read · project-tutorial programming python elasticsearch  ·
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    Working with Elasticsearch on Linux Using Python Client

    Elasticsearch Elasticsearch is a distributed, open-source search and analytics engine based on the Apache Lucene search library. It's designed to provide fast and scalable search and analysis capabilities for large volumes of data. At its core, Elasticsearch is a document-oriented database that stores data in JSON …


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  • Core Concepts of System Design in Software Engineering

    calendar Jul 20, 2022 · 15 min read · system design software engineering  ·
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    Core Concepts of System Design in Software Engineering

    What is System Design in Software Engineering? System design in software engineering is defining the structure, components, connections, and information for a system that meets specific needs. It is a vital step in software development as it outlines how the system will work and be structured. A team of developers …


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  • Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    calendar Mar 9, 2022 · 4 min read · linux proxy web scraping project-tutorial  ·
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    Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    When we run web crawlers, sometimes we get blocked by the target site. Sometimes we get reCAPTCHA to solve, and crawling gets interrupted. We can rotate the IP address with each request to avoid these issues, which solves the IP blocking and reCAPTCHA issues. This blog is the written version of the video content I …


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  • Be a Master at Python Through Some Cool Code Snippets

    calendar Jun 27, 2021 · 17 min read · algorithms leetcode problem solving  ·
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    Be a Master at Python Through Some Cool Code Snippets

    Combine two lists as a dictionary | dict(zip) Program 1keys = ['a', 'b', 'c'] 2values = [1, 2, 3] 3dictionary = dict(zip(keys, values)) 4print(dictionary) Output 1{'a': 1, 'b': 2, 'c': 3} Program 1keys = ('name', 'age', 'location') 2values = …


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  • Python Collections Module Tutorial

    calendar Apr 23, 2021 · 5 min read · python programming  ·
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    Python Collections Module Tutorial

    Python's collections module implements specialized container datatypes providing alternatives to Python’s general purpose built-in containers, dict, list, set, and tuple. This module has the following containers: 11. Counter() 22. namedtuple() 33. deque() 44. defaultdict() 55. OrderedDict() 66. UserDict() 77. …


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  • How to design a large scale software system that supports millions of users.

    calendar Mar 12, 2021 · 9 min read · software engineering system design  ·
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    How to design a large scale software system that supports millions of users.

    Start With A Simple Architecture To begin building an app, we will start from the beginning. We will create a basic app with some users. The easiest way to do this is to put the whole app on one server. This is a common way to start. The app and any API's will run on a server like Apache or Tomcat. We will also use 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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  • Comparing REST API and gRPC - Choosing the Right Web API

    calendar Apr 10, 2020 · 3 min read · system design software engineering  ·
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    Comparing REST API and gRPC - Choosing the Right Web API

    REST (Representational State Transfer) and gRPC are two different techniques for creating web APIs (Application Programming Interfaces). What is REST API? A popular architectural design for developing web APIs is REST. It is built on the HTTP (HyperText Transfer Protocol) and operates on resources defined by URLs using …


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  • Compiler vs Interpreter - A Simple Guide for Beginners

    calendar Jan 21, 2020 · 2 min read · programming software-engineering system-design  ·
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    Compiler vs Interpreter - A Simple Guide for Beginners

    Imagine you’ve written a letter in English, but your friend only speaks Spanish. You’d need someone (or something) to translate it for them, right? In programming, your code is like that letter, and the computer only understands a special language called "machine language" (all 0s and 1s). A compiler and an …


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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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  • Multi-Threading vs Multi-Processing

    calendar Nov 24, 2019 · 7 min read · python programming  ·
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    Multi-Threading vs Multi-Processing

    Let's say you've got a big school project to do. You need to write a report, paint a picture, and build a model. Here's how you might tackle the project under different scenarios: Multi-processing This is like having multiple copies of yourself, each working independently on a different part of the project. One of you …


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  • Decorators in Python

    calendar May 20, 2019 · 3 min read · python programming  ·
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    Decorators in Python

    Decorator is a design pattern to extend the functionality of a function without modifying the structure of the original function. Decorators are usually applied to functions using the @decorator syntax, immediately before the function definition. Example of how to use a decorator to extend the functionality of a …


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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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  • Learning the Django Framework Fundamentals

    calendar Jan 5, 2019 · 17 min read · django web-development software-engineering  ·
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    Learning the Django Framework Fundamentals

    What's the architecture of Django framework? The architecture of Django is based on the Model-View-Controller (MVC) pattern, which is a way of organizing code in a web application. In Django, this pattern is modified slightly and is referred to as Model-View-Template (MVT). Here's a simple explanation of each component …


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  • Understanding Dependency Injection - Real-World Examples and Advantages

    calendar Feb 10, 2018 · 3 min read · programming algorithm python software engineering  ·
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    Understanding Dependency Injection - Real-World Examples and Advantages

    Dependency injection is a design pattern that is widely used in software development to promote good software design and make code more flexible and easier to test. In this blog post, we will take a closer look at what dependency injection is, how it works, and its advantages. What is Dependency Injection? Dependency …


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SK Soumik

Data Science | Software Engineering
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