AI Capstone Project with Deep Learning
Completed by Ravinder Saluja
July 12, 2020
14 hours (approximately)
Ravinder Saluja'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: Vision Transformer (ViT)
- Category: Deep Learning
- Category: Data Preprocessing
- Category: PyTorch (Machine Learning Library)
- Category: Data Pipelines
- Category: Model Deployment
- Category: Convolutional Neural Networks
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Geospatial Information and Technology
- Category: Python Programming
- Category: Keras (Neural Network Library)
