AI Capstone Project with Deep Learning
Completed by junjie li
March 26, 2024
14 hours (approximately)
junjie li'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: Machine Learning
- Category: Data Preprocessing
- Category: Transfer Learning
- Category: Convolutional Neural Networks
- Category: Keras (Neural Network Library)
- Category: Deep Learning
- Category: Vision Transformer (ViT)
- Category: Python Programming
- Category: Computer Vision
- Category: PyTorch (Machine Learning Library)
- Category: Model Evaluation
- Category: Data Pipelines
