- Computer Vision
- Python Programming
- Machine Learning
- Model Deployment
- Model Evaluation
- Keras (Neural Network Library)
- Deep Learning
- Convolutional Neural Networks
- PyTorch (Machine Learning Library)
- Vision Transformer (ViT)
- Geospatial Information and Technology
- Data Pipelines
AI Capstone Project with Deep Learning
Completed by FESTU GITONGA
July 2, 2024
14 hours (approximately)
FESTU GITONGA'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
