Deep learning ด้วย tensorflow และ keras

Deep learning ด้วย tensorflow และ keras

Explore an 11-hour comprehensive tutorial on deep learning using TensorFlow and Keras, delivered in Thai. Learn to install TensorFlow GPU and CPU on Windows 10, run TensorFlow 1.0 code on TensorFlow 2.0, and understand the basics of Keras with TensorFlow backend. Dive into fundamental concepts like single layer perceptron, multilayer perceptron, and convolutional neural networks. Master advanced topics including gradient descent optimization, regularization techniques, and various optimizers such as Momentum, Nesterov, Adagrad, RMSprop, Adadelta, and Adam. Gain practical skills in developing custom optimizers, troubleshooting neural networks, and applying deep learning to real-life image classification problems.