- Model Evaluation
- Transfer Learning
- PyTorch (Machine Learning Library)
- Machine Learning
- Keras (Neural Network Library)
- Convolutional Neural Networks
- Vision Transformer (ViT)
- Geospatial Information and Technology
- Model Deployment
- Data Preprocessing
- Computer Vision
- Data Pipelines
AI Capstone Project with Deep Learning
Completed by Lim Zi Qiang
March 19, 2023
14 hours (approximately)
Lim Zi Qiang'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
