- Geospatial Information and Technology
- Transfer Learning
- Convolutional Neural Networks
- Machine Learning
- Model Deployment
- Deep Learning
- Model Evaluation
- Data Pipelines
- Keras (Neural Network Library)
- Data Preprocessing
- Python Programming
- PyTorch (Machine Learning Library)
AI Capstone Project with Deep Learning
Completed by Haojun Chen
October 9, 2023
14 hours (approximately)
Haojun Chen'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
