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