Sara Esmaeili's repositories
Inventory_Management
Predict retail sales for Walmart stores to optimize inventory levels and improve supply chain operations using machine learning models.
California-Housing-Dataset-PyTorch
California Housing Data Analysis
Distance-Monitoring-LED-Arduino-
Arduino project with ultrasonic sensors, LEDs, and an LCD for real-time distance measurement and visual feedback.
Fashion-MNIST-Classifier-PyTorch
Loading, visualizing, and preparing the FashionMNIST dataset for training with PyTorch.
Iris-Classifier-PyTorch
A simple neural network model implemented in PyTorch to classify iris flowers.
MNIST-Classifier-TensorFlow
A simple neural network model implemented in TensorFlow and Keras to classify handwritten digits from the MNIST dataset.
Morse-Code-Arduino-UNO
This Arduino project translates user input into Morse code and displays it.
Natural-Language-Processing-NLP-and-generative-AI
This repository explores key concepts and techniques in Natural Language Processing (NLP) and Generative AI, including traditional methods and advanced deep learning approaches.
Predictive-Maintenance
Predict the Remaining Useful Life (RUL) of aircraft engines using NASA's Turbofan Engine Degradation Simulation Data. Leverage machine learning for predictive maintenance to reduce costs and prevent failures.
Retail-Sales-Forecasting
Sales forecasting model based on the Online Retail dataset
PyTorch
Learning PyTorch - LinkedIn learning course
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.