Part 1. Foundations of TensorFlow 2 and deep learning. The amazing world of TensorFlow
Keras and data retrieval in TensorFlow
Dipping toes in deep learning
State-of-the-art in deep learning : transformers
Part 2. Look Ma, no hands! deep networks in the real world. Teaching machines to see : image classification with CNNs
Teaching machines to see better : improving CNNs and making them confess
Telling things apart : image segmentation
Natural language processing with TensorFlow : sentiment analysis
Natural language processing with TensorFlow : language modeling
Part 3. Advanced deep networks for complex problems. Sequence-to-sequence learning : part 1
Sequence-to-sequence learning : part 2
TensorBoard : big brother of TensorFlow
TFX: MLOps and deploying models with TensorFlow.