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Muhsina Munfa

Muhsina Munfa

Muhsina Munfa is a graduate with a BSc degree in the Department of CSE from Metropolitan University Sylhet.

Sylhet, Bangladesh •
12 posts •
Data Communication and Computer Networks

100+ Key terms in Computer Network

This article list and explain the critical components, key terms and topics of Computer Network. We have covered over 100+ terms.

Muhsina Munfa Muhsina Munfa
Deep Learning

Tic Tac Toe with Reinforcement Learning

Tic Tac Toe is one of the most popular game which needs only two players to play it. This classic game is developed with almost every well-known programming language. In this article, the game is developed using Reinforcement Learning.

Muhsina Munfa Muhsina Munfa
Deep Learning

Snake Game with Reinforcement Learning (RL)

In this article, we will explain a codebase where the classic Snake Game is developed using Reinforcement Learning. It means the agent/snake learns to move on it's own, avoid the collisions, and eat the food.

Muhsina Munfa Muhsina Munfa
Deep Learning

Fingerprint Classification and Identification

In this article, we will explain the process of Fingerprint Classification and Identification using Deep Learning algorithm. It is a method of authenticating someone's identity. No two individual has the same fingerprint.

Muhsina Munfa Muhsina Munfa
Deep Learning

30 Reinforcement Learning Project Ideas [with source code]

In this article, we will provide some ideas on reinforcement learning applications. These projects will be explained with the techniques, datasets and codebase that can be applied.

Muhsina Munfa Muhsina Munfa
Python

Simple Text Editor in Python

In this article, we have created a simple text editor using Python. A text editor is a computer that lets users to edit or manipulate text according to their needs. Users can open files to read or edit. The files need to be the types supported on the text editor.

Muhsina Munfa Muhsina Munfa
Python

2048 game in Python

2048 game is a fun and addictive single-player game that keeps you hooked from the moment you start playing. In this article, we will explain the strategies of the game and implement the steps in code using Python.

Muhsina Munfa Muhsina Munfa
Python

Flappy Bird in Python

Flappy Bird is an extremely addictive arcade game. In this article, we will explain how the game works and show the implementation of its code in Python. This Python project is a strong addition to SDE Portfolio.

Muhsina Munfa Muhsina Munfa
Deep Learning

Wake Sleep Algorithm For Neural Network

In this article, we have explored the Wake Sleep Algorithm For Neural Network along with examples of using it and limitations of it.

Muhsina Munfa Muhsina Munfa
Algorithms

2D Sliding Window

In this article, we have explored how to apply the concept of Sliding Window on a 2D array that is 2D Sliding Window. We have presented the concept along with implementation and time and space complexity.

Muhsina Munfa Muhsina Munfa
Deep Learning

Types of Gradient Optimizers in Deep Learning

In this article, we will explore the concept of Gradient optimization and the different types of Gradient Optimizers present in Deep Learning such as Mini-batch Gradient Descent Optimizer.

Muhsina Munfa Muhsina Munfa
Hashing

Open Addressing - a collision handling method in Hash Tables

In this article, we have explored Open Addressing which is a collision handling method in Hash Tables. We have explored the 3 different types of Open Addressing as well.

Muhsina Munfa Muhsina Munfa
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