Convolutional Neural Network for Image Classification
- Fine-tuned InceptionV3 (310 layers)
- Data augmentation, dropout, Softmax activation, and Adam optimizer
- Over 90% accuracy, evaluated using Precision, Recall, and F1 Score
Advanced Customer Segmentation using Unsupervised Learning Techniques
A deep dive into clustering with PCA, featuring distinct unsupervised learning strategies.
Unsupervised Learning on MNIST Handwritten Digits
Further Explorations
A collection of diverse projects – from ML classifiers and optimization algorithms to predictive AI systems and cloud architectures
Artificial Intelligence Classifiers
Sudoku AI System
AWS Sagemaker System
Product Demand Prediction
AWS Generative AI Endpoint
Joel Mattsson 