AI Capstone Project with Deep Learning

Ready to apply your AI skills in a real-world scenario you can showcase in your portfolio? During this project, you’ll work with the deep learning skills you’ve acquired throughout the Professional Certificate, and we recommend that you have completed all the previous courses before starting this one. For this project, you’ll build and compare deep learning models using Keras and PyTorch, and work through a full development pipeline from data loading and augmentation to model training, eval

• Build deep learning models with Keras and PyTorch for image classification
• Design and execute complete model development pipelines
• Apply CNNs and vision transformers to domain-specific challenges
• Present project results with comprehensive evaluation

• Prior experience in deep learning and machine learning
• Proficiency in Python programming and related tools