Keras with Tensor Flow Course Python Deep Learning and Neural Networks for Beginners Tutorial

This course will teach you how to use Keras, a neural network API written in Python and integrated with TensorFlow. We will learn how to prepare and process data for artificial neural networks, build and train artificial neural networks from scratch, build and train convolutional neural networks (CNNs), implement finetuning and transfer learning, and more COURSE CONTENTS (00:00:00) Welcome to this course (00:00:16) Keras Course Introduction (00:00:50) Course Prerequisites (00:01:33) DEEPLIZARD Deep Learning Path (00:01:45) Course Resources (00:02:30) About Keras (00:06:41) Keras with TensorFlow Data Processing for Neural Network Training (00:18:39) Create an Artificial Neural Network with TensorFlow s Keras API (00:24:36) Train an Artificial Neural Network with TensorFlow s Keras API (00:30:07) Build a Validation Set With TensorFlow s Keras API (00:39:28) Neural Network Predictions with TensorFlow s Keras API (00:47:48) Create a Confusion Matrix for Neural Netw