Ahmed's Projects
An integrated project showcasing the effectiveness of machine learning techniques in diverse domains, including skin cancer classification using CNN, stock price prediction with LSTM, and facial expression recognition employing convolutional neural networks.
Master building Web APIs with Python using the Django REST Framework (DRF) through this comprehensive course, covering topics from initial setup to authentication and unit testing.
An integrated project featuring face detection, recognition, and an incremental system alongside skin cancer classification using a multi-layer perceptron neural network, demonstrating accuracy and effectiveness in diverse tasks.
DeepLearning.AI project: 'Generative AI with Large Language Models' offers a comprehensive exploration of generative AI, empowering learners with practical skills, foundational knowledge, and insights from expert AWS AI practitioners for real-world applications.
Detect safety helmets in images using a custom-trained YOLOv8 model for enhanced workplace safety.
Little Lemon Django Project: A database-driven web application for the Little Lemon restaurant, built with Django framework to showcase their menu and facilitate online reservations.
Plant Disease Detection Project: A comparative analysis of VGG16, InceptionV3, and a custom CNN models for accurate plant disease identification using deep learning on a curated dataset.
Real Estate Investment Trust Data Analysis Project uses Python to predict house prices based on features. The project is a reference for data analysts and developers interested in data analysis and machine learning
Sudoku game validation and duplicate entry solution using threads in C