AI Capstone Project with Deep Learning
Completed by BORIS KISOV
July 28, 2020
14 hours (approximately)
BORIS KISOV'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: Fine-tuning
- Category: Keras (Neural Network Library)
- Category: Model Evaluation
- Category: Deep Learning
- Category: Convolutional Neural Networks
- Category: Model Optimization
- Category: Data Pipelines
- Category: Geospatial Information and Technology
- Category: Vision Transformer (ViT)
- Category: Artificial Intelligence
- Category: Python Programming
- Category: Machine Learning
