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Advanced TensorFlow Techniques

Overview

Skills Needed

Take your TensorFlow skills to the next level for deep learning applications. Explore custom layers, optimizers, and advanced model architectures with TensorFlow.

  • Proficiency in TensorFlow basics
  • Familiarity with deep learning concepts

Outline

  • Custom Layers and Models
  • Advanced Optimizers
  • Learning Rate Scheduling
  • Batch Normalization Techniques
  • Transfer Learning Strategies
  • Custom Loss Functions
  • Model Regularization Techniques
  • Hyperparameter Tuning with TensorFlow
  • Distributed TensorFlow Training
  • Best Practices for Advanced TensorFlow Users
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