Deep Learning with Keras and Tensorflow

Deep learning is revolutionizing many fields, including computer vision, natural language processing, and robotics. In addition, Keras, a high-level neural networks API written in Python, has become an essential part of TensorFlow, making deep learning accessible and straightforward. Mastering these techniques will open many opportunities in research and industry. You will learn to create custom layers and models in Keras and integrate Keras with TensorFlow 2.x for enhanced functionality. Y

• Create custom layers and models in Keras and integrate with TensorFlow 2.x
• Develop advanced convolutional neural networks using Keras
• Build Transformer models for sequential data and time series prediction
• Explain unsupervised learning, deep Q-networks (DQNs), and reinforcement learning concepts in Keras

• Basic Python programming knowledge
• Fundamental machine learning concepts