Moussa's repositories
convolutional_neural_network
This repository contains an implementation of a convolutional neural network from scratch using NumPy. It was part of the Convolutional Neural Networks course on Coursera provided by deeplearning.ai.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
machine_learning_pipeline
This repository provides a complete machine learning pipeline for water quality prediction. It includes database design and implementation (both SQL and NoSQL), API development for CRUD operations, and scripts for data fetching and prediction.
multiclass_classification
This repository contains code and resources for training and evaluating a multiclass classification model using the MNIST fashion dataset. The goal is to classify images of fashion items into one of several categories such as T-shirts/tops, trousers, dresses, etc.
alu-machine_learning
This repo contains solutions for the Machine Learning specialization (Y2T3) at the [African Leadership University](https://www.alueducation.com/). Explore project solutions with step-by-step explanations and code implementations to enhance your machine learning skills. Happy learning!
Python
All Algorithms implemented in Python
water-quality-analysis
Build a binaray classification model for water quality classification, save it as tensorflow lite file and then use it in a flutter app.
water_potability
Develop a model using TensorFlow/Keras for analyzing water quality data and predicting water quality .
web_scrapping
This repository contains a Jupyter Notebook (web_scrapping.ipynb) that demonstrates web scraping techniques for extracting data from websites. The notebook covers two main use cases: scraping data about the largest companies in the United States from Wikipedia, and scraping job listings from a sample job listing website.