AI Capstone Project with Deep Learning
Completed by CARLOS HERNANDEZ OLIVAN
September 13, 2021
14 hours (approximately)
CARLOS HERNANDEZ OLIVAN'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
- Category: PyTorch (Machine Learning Library)
- Category: Data Preprocessing
- Category: Deep Learning
- Category: Python Programming
- Category: Model Evaluation
- Category: Keras (Neural Network Library)
- Category: Convolutional Neural Networks
- Category: Machine Learning
- Category: Model Deployment
- Category: Computer Vision
- Category: Vision Transformer (ViT)
- Category: Geospatial Information and Technology
