- Vision Transformer (ViT)
- Keras (Neural Network Library)
- Geospatial Information and Technology
- Computer Vision
- Machine Learning
- PyTorch (Machine Learning Library)
- Python Programming
- Data Preprocessing
- Convolutional Neural Networks
- Model Evaluation
- Transfer Learning
- Model Deployment
AI Capstone Project with Deep Learning
Completed by Elica Efremova
September 21, 2020
14 hours (approximately)
Elica Efremova'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
