About this certification
The Certification: Applied PyTorch Skills Through Five Hands-On Projects provides practical experience in building real-world machine learning solutions using PyTorch. By earning this certification, you'll develop highly sought-after skills such as increased productivity, adaptability, and a future-proof career in AI and deep learning. Take the next step in your professional growth by enrolling today.
This certification covers the following topics:
- Understanding PyTorch Basics
- Project 1: Tabular Data Classification
- Project 2: Image Classification with Custom and Pre-trained Models
- Project 3: Audio Classification using CNN with Spectrograms
- Project 4: Text Classification using BERT
- Project 5: Advanced PyTorch Techniques
- PyTorch Dataset and DataLoader: Purpose and Usage
- Defining and Training Neural Network Models in PyTorch
- Transfer Learning with Pre-trained Models
- Text Tokenization for Natural Language Processing Tasks
- Using Spectrograms for Audio Data in Machine Learning
