{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/ec2144a73f2d4311bce6748aae4221c1\" frameborder=\"0\" width=\"1680\" height=\"1260\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1260,"width":1680,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1260,"thumbnail_width":1680,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/ec2144a73f2d4311bce6748aae4221c1-9acb03419b43c1a3.gif","duration":215.521,"title":"13-Mastering TensorFlow and Keras: A Comprehensive Guide to Neural Networks 🚀","description":"In this video, I walk you through the fundamentals of TensorFlow and Keras, starting with tensors and their operations, moving on to gradient tape for automatic differentiation, and building a neural network from scratch. We then explore the high-level Keras API, including the sequential and functional APIs, and demonstrate a complete training workflow on various datasets like XOR and moons. I encourage you to pay close attention to how these concepts interconnect and to visualize the entire process from data to deployment. Please make sure to review the key points discussed, as they are crucial for our upcoming projects."}