Building and Training Neural Networks with PyTorch
Completed by Darja Stepanova
April 15, 2025
7 hours (approximately)
Darja Stepanova's account is verified. Coursera certifies their successful completion of Building and Training Neural Networks with PyTorch
What you will learn
Build and train neural networks using PyTorch for various tasks.
Implement classification models with multi-class, multi-label datasets, and CNNs for image and audio classification.
Apply object detection techniques using the YOLO algorithm.
Explore neural style transfer, transfer learning, and implement RNNs and LSTM networks.
Skills you will gain
- Category: Data Processing
- Category: Computer Vision
- Category: Model Evaluation
- Category: Model Training
- Category: Artificial Neural Networks
- Category: Transfer Learning
- Category: Fine-tuning
- Category: Classification Algorithms
- Category: Image Analysis
- Category: Deep Learning
- Category: Data Preprocessing
- Category: Recurrent Neural Networks (RNNs)
