Muhammad Badawy's repositories
knowledgebase
This is the knowledgebase that contains my knowledge in computer science
population-segmentation
In this notebook, I'll employ two, unsupervised learning algorithms to do population segmentation. Population segmentation aims to find natural groupings in population data that reveal some feature-level similarities between different regions in the US. Using principal component analysis (PCA) we will reduce the dimensionality of the original census data. Then, we'll use k-means clustering to assign each US county to a particular cluster based on where a county lies in component space. How each cluster is arranged in component space can tell us which US counties are most similar and what demographic traits define that similarity; this information is most often used to inform targeted, marketing campaigns that want to appeal to a specific group of people. This cluster information is also useful for learning more about a population by revealing patterns between regions that we may not have noticed.
Analysis-On-Students-Knowledge-Status
Doing statistical analysis and data visualization of a dataset about the students' knowledge status about the subject of Electrical DC Machines.
hadoop_map_reduce
Hadoop data mapping reducing with shuffle
analysis-on-leads-quality
this repo contains some analysis on the quality of leads
ArabicOCR
This repo is about creating an Arabic OCR model
problem-solving
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)
autoComplete
Realtime text autoComplete using python
car_motorbike_recognizer
3 Models for Image Classification of Vehicles, CNN, SVM and KNN
check_sudoku_game
Check if sudoku is valid code.
cognitev
RESTful
CS231
Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
DeepLearning.AI-TensorFlow-Developer-Professional
This repo contains my solved notebooks for the DeepLearning.AI TensorFlow Developer Professional Certificate specialization from coursera
hasebat_masr
Hasebat Masr web pages design from scratch
Machine-Learning-Engineer-Nanodegree-Program-Udacity
Machine Learning Engineer Nanodegree Program On Udacity
mafqood_core
This is the core of the Marqood project
Mathematics_for_Machine_Learning
Notes and step-by-step exercises resolution to aid students learning the basis math for machine learning. Based on the course from the Imperial London College in Coursera.
napster
Napster File sharing system (Local)
oxford-dictionary-api
api to retrieve word definitions and other info
tashaphyne
Tashaphyne: Arabic Light Stemmer