Essential TensorFlow operations and patterns for deep learning. Installation 1# CPU version 2pip install tensorflow 3 4# GPU version 5pip install tensorflow[and-cuda] 6 7# Check installation 8python -c "import tensorflow as tf; print(tf.version)" Basic Tensor Operations 1import tensorflow as tf 2 3# Create …

TensorFlow Lite for deploying models on mobile and embedded devices. Convert Model to TFLite 1import tensorflow as tf 2 3# Load Keras model 4model = tf.keras.models.load_model('my_model.h5') 5 6# Convert to TFLite 7converter = tf.lite.TFLiteConverter.from_keras_model(model) 8tflite_model = converter.convert() 9 …