- Geospatial Information and Technology
- Machine Learning
- Deep Learning
- PyTorch (Machine Learning Library)
- Python Programming
- Transfer Learning
- Data Pipelines
- Vision Transformer (ViT)
- Model Deployment
- Data Preprocessing
- Convolutional Neural Networks
- Keras (Neural Network Library)
AI Capstone Project with Deep Learning
Completed by Agampodi De Zoysa
December 2, 2023
14 hours (approximately)
Agampodi De Zoysa's account is verified. Coursera certifies their successful completion of AI Capstone Project with Deep Learning
What you will learn
Demonstrate your hands-on skills in building deep learning models using Keras and PyTorch to solve real-world image classification problems
Showcase your expertise in designing and implementing a complete deep learning pipeline, including data loading, augmentation, and model validation
Highlight your practical skills in applying CNNs and vision transformers to domain-specific challenges like geospatial land classification
Communicate your project outcomes effectively through a model evaluation
Skills you will gain
