EDIBM · on edX
Deep Learning with TensorFlow and Keras
Intermediate 20 hours English Course CertificateFREE
Our recommendation
An IBM edX course covering the same core deep-learning ground as its PyTorch track — neural networks, training and evaluation — but through Google's TensorFlow and the high-level Keras API. It is the right pick if your workplace or goals favour TensorFlow over PyTorch. Hands-on and technical, for people comfortable with Python.
Skills you'll gain
Deep learningTensorFlowKerasNeural networksPythonModel training
Is this course right for you?
A good fit if you…
You want TensorFlow/Keras specifically
You can code Python
Your goals favour the TensorFlow ecosystem
Consider something else if you…
You prefer PyTorch
You cannot yet code Python
You want a no-code overview
About this course
Deep Learning with TensorFlow and Keras covers the same core deep learning ground as IBM's PyTorch track — neural networks, training, evaluation — but through Google's TensorFlow and its high-level Keras API instead. It's the right pick if your team or target job uses TensorFlow specifically, since the two frameworks aren't interchangeable in day-to-day use despite similar underlying concepts.
What you'll learn
Build neural networks with Keras's high-level API
Train and evaluate models in TensorFlow
Apply convolutional layers for image tasks
Use TensorFlow's data pipeline tools
Debug common TensorFlow/Keras training issues
Decide when TensorFlow vs. PyTorch fits a project
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, with financial assistance available.
Comparison · LBS
Compare alternatives for Deep Learning with TensorFlow and Keras
Same topic, different options. We surface the trade-offs others hide so you can pick the course that actually fits your time, budget, and goals.
EDedX
Deep Learning with TensorFlow and Keras
- Price
- FreeAudit free · $199 cert
- Duration
- 20 hrs
- Level
- Intermediate
- Certificate
- Course Certificate
FRfreeCodeCamp4.7(5,800)
Machine Learning with Python Certification
- Price
- FreeCompletely free, forever
- Duration
- 300 hrs
- Level
- Intermediate
- Certificate
- Course Certificate
EDedX
Deep Learning with Python and PyTorch
- Price
- FreeAudit free · $199 cert
- Duration
- 20 hrs
- Level
- Intermediate
- Certificate
- Course Certificate
DADataCamp4.8(53)
Introduction to TensorFlow in Python
- Price
- PaidDataCamp subscription · from $25/mo (free trial)
- Duration
- 4 hrs
- Level
- Intermediate
- Certificate
- Course Certificate
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 or degree.
Instructor
I
IBM
edX instructor
Taught by IBM's data science and AI training team.
About this provider
ED
edX
Non-profit online learning platform founded by Harvard and MIT. 45M+ learners worldwide.
Frequently asked questions
Both are leading frameworks. Pick based on your workplace or goals; this course covers TensorFlow/Keras, while IBM also offers a PyTorch track.
Yes — you can audit it free on edX; the verified certificate is a paid option.
Yes — it is hands-on in Python and assumes some ML familiarity.
A high-level API that makes building neural networks in TensorFlow more approachable, used throughout this course.
Around five weeks part-time.