Video course · 5 chapters · 349 min · certificate
Learn PyTorch in 5 Projects – Tutorial
Learn PyTorch through five projects: tabular classification, image classification, image classification with pre-trained models, audio classification and text classification with a pre-trained BERT transformer.
What you'll learn
- Build a tabular classifier in PyTorch
- Train a multiclass image classifier
- Use pre-trained models for images
- Classify audio with spectrograms
- Fine-tune BERT for text classification
Chapters
5 chapters · 348:32-
91:13
01Tabular Members
Tabular data classification
PyTorch basics.
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76:36
02Images Members
Image classification
Multiclass CNN.
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50:42
03Transfer Members
Pre-trained image models
Reuse weights.
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74:00
04Audio Members
Audio classification
Recitation dataset.
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56:01
05Text Members
Text classification with BERT
Transformers.
Jobs this course suits
Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.