CPE313 - Advanced Machine Learning and Deep Learning

Hi there! It's Iris 😎

Overview 📖

This README serves as a guide to navigating through the various topics covered in this repository. 👩‍💻

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
Exercise - Perceptron Part 2.ipynb		Exercise - Perceptron Part 2.ipynb
Exercise - Preceptron.ipynb		Exercise - Preceptron.ipynb
HOA 1.1 Using Tensorflow with a Real Dataset.ipynb		HOA 1.1 Using Tensorflow with a Real Dataset.ipynb
HOA 2.1 Convolutional Neural Networks.ipynb		HOA 2.1 Convolutional Neural Networks.ipynb
HOA 2.1 Neural Networks.ipynb		HOA 2.1 Neural Networks.ipynb
HOA 2.2 Training Neural Networks.ipynb		HOA 2.2 Training Neural Networks.ipynb
HOA 2.2 Transfer Learning.ipynb		HOA 2.2 Transfer Learning.ipynb
HOA 2.3 CNN Network Architechtures.ipynb		HOA 2.3 CNN Network Architechtures.ipynb
HOA 2.3 Regularization .pdf		HOA 2.3 Regularization .pdf
HOA 4.2 Training YOLOv3 Object Detection on Custom Dataset.ipynb		HOA 4.2 Training YOLOv3 Object Detection on Custom Dataset.ipynb
HOA 4.3 Train YOLOv5 Instance Segmentation on Custom Dataset.ipynb		HOA 4.3 Train YOLOv5 Instance Segmentation on Custom Dataset.ipynb
Prelim Skills Exam.ipynb		Prelim Skills Exam.ipynb
README.md		README.md
app.py		app.py