ai★ 4.9
Deep Learning with TensorFlow
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aiMasterclassInteractive LearningCareer Path
Frequently Asked Questions
What will I learn in this course?
Build and train neural networks from scratch. Cover the Keras API, CNNs, and production-ready ML pipelines.
Are there any prerequisites?
This course is structured from the ground up, but having a basic familiarity with ai concepts will help you progress faster.
How long does it take to complete?
The estimated duration is 10.0 hours, covering 40 interactive lessons and modules.
Course Modules
Duration // 10.0 hours
Lessons // 40
- 01Tensors & Eager Execution
- 02The Keras Sequential API
- 03Custom Training Loops (GradientTape)
- 04Losses & Optimizers
- 05Convolutional Neural Networks (CNNs)
- 06Recurrent Neural Networks (RNN/LSTM)
- 07tf.data Pipelines
- 08Model Checkpoints & TensorBoard
- 09Saving & Deployment