- Geospatial Information and Technology
- Python Programming
- Data Preprocessing
- Model Deployment
- PyTorch (Machine Learning Library)
- Transfer Learning
- Model Evaluation
- Convolutional Neural Networks
- Vision Transformer (ViT)
- Keras (Neural Network Library)
- Data Pipelines
- Deep Learning
AI Capstone Project with Deep Learning
Completed by Shirshendu Ghosh
February 2, 2023
14 hours (approximately)
Shirshendu Ghosh'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
