EDIBM · on edX
Deep Learning with Python and PyTorch
Intermediate 20 hours English Course CertificateFREE
Our recommendation
The second half of IBM's two-course PyTorch sequence on edX, picking up after PyTorch Basics for Machine Learning to build actual neural networks — convolutional networks, training loops and more. Hands-on and technical, best taken after the first course. You can audit it free, with a verified certificate as a paid option.
Skills you'll gain
Deep learningPyTorchNeural networksConvolutional networksPythonMachine learning
Is this course right for you?
A good fit if you…
You did the first PyTorch course
You can code Python
You want hands-on deep learning
Consider something else if you…
You have not done PyTorch basics
You cannot yet code Python
You want a no-code overview
About this course
Deep Learning with Python and PyTorch is the second half of IBM's two-course PyTorch sequence, picking up after PyTorch Basics for Machine Learning to build actual neural networks — convolutional networks, training loops, and the practical mechanics of getting a deep learning model to actually learn.
What you'll learn
Build convolutional neural networks in PyTorch
Implement training loops and loss functions
Apply regularization and avoid overfitting
Debug a deep learning model that isn't learning
Move from PyTorch basics to working models
Evaluate model performance with real metrics
This course includes
20h
On-demand video
Yes
Certificate
Yes
Mobile access
English
Language
What it costs
You can audit the course free on edX. A verified certificate is a paid option. It is the second of IBM's two-course PyTorch sequence.
Comparison · LBS
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Prices & availability can change — confirm on the provider's site. We're not affiliated with any single provider.
Is the certificate recognised?
A verified IBM certificate on edX is a credible learning record, though it is a course certificate rather than a formal qualification.
Instructor
I
IBM
edX instructor
Taught by IBM's data science and AI training team, drawing on IBM's enterprise ML curriculum.
About this provider
ED
edX
Non-profit online learning platform founded by Harvard and MIT. 45M+ learners worldwide.
Frequently asked questions
Yes — it picks up after IBM's PyTorch Basics for Machine Learning, so do that (or equivalent) first.
Yes — you can audit it free on edX; the verified certificate is a paid option.
Yes — it is hands-on in Python building neural networks.
Building actual neural networks — convolutional networks, training loops and more — in PyTorch.
Around 5–6 weeks part-time.