TensorFlow & Keras in Practice
Free Intermediate course · 10 lessons · 3 weeks · Certificate on completion
Build and deploy models with Keras, tf.data, and TensorFlow serving paths. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Keras model APIs
- tf.data input pipelines
- Layers and custom models
- Callbacks and early stopping
- Regularization in practice
- Training on GPU and TPU
Skills you'll pick up
- Keras model APIs
- tf.data input pipelines
- Layers and custom models
- Callbacks and early stopping
- Regularization in practice
- Training on GPU and TPU
Tools covered
- TensorFlow
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Keras model APIs
Module 1 of TensorFlow & Keras in Practice. 3 lessons · 3h
Module 2: tf.data input pipelines
Module 2 of TensorFlow & Keras in Practice. 3 lessons · 3h
Module 3: Layers and custom models
Module 3 of TensorFlow & Keras in Practice. 3 lessons · 3h
Module 4: Callbacks and early stopping
Module 4 of TensorFlow & Keras in Practice. 1 lessons · 1h
Lessons in this course
- Keras model APIs
- tf.data input pipelines
- Layers and custom models
- Callbacks and early stopping
- Regularization in practice
- Training on GPU and TPU
- SavedModel and versioning
- TensorFlow Lite for devices
- TensorBoard monitoring
- An end-to-end Keras project
Instructor
Jonas Weber — AI Governance Specialist
Jonas Weber is a AI Governance Specialist with years of hands-on experience teaching TensorFlow to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for TensorFlow & Keras in Practice. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $125,000 per year · median India salary ₹17,50,000 per year · 125,263 open roles worldwide
- TensorFlow Specialist
- Senior TensorFlow Lead
- TensorFlow Consultant
Frequently asked questions
Is the TensorFlow & Keras in Practice course free?
Yes. Every Learnera course, including TensorFlow & Keras in Practice, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does TensorFlow & Keras in Practice take?
10 lessons, typically completed in 3 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.