AI Capstone Project with Deep Learning
Completed by Franky Leonardo Prieto Tellez
November 27, 2025
14 hours (approximately)
Franky Leonardo Prieto Tellez'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: Python Programming
- Category: PyTorch (Machine Learning Library)
- Category: Model Optimization
- Category: Convolutional Neural Networks
- Category: Fine-tuning
- Category: Vision Transformer (ViT)
- Category: Artificial Intelligence
- Category: Transfer Learning
- Category: Computer Vision
- Category: Model Evaluation
- Category: Geospatial Information and Technology
- Category: Data Pipelines
