TensorFlow Tutorial 10 - Recurrent Neural Nets (RNN & LSTM & GRU)

Implement a Recurrent Neural Net (RNN) in Tensorflow! RNNs are a class of neural networks that is powerful for modeling sequence data such as time series or natural language. Learn how we can use the keras API and work with an input sequence. I also show you how easily we can switch to a gated recurrent unit (GRU) or long short-term memory (LSTM) RNN. ~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~ ✅ Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtu... * Get my Free NumPy Handbook: https://www.python-engineer.com/numpy... 🚀🚀 Get exclusive content on Patreon: 🚀🚀   / patrickloeber   If you enjoyed this video, please subscribe to the channel! Course material is available on GitHub: https://github.com/patrickloeber/tens... RNN in Depth:    • PyTorch RNN Tutorial - Name Classification...   Links: https://www.tensorflow.org/guide/kera... https://www.tensorflow.org/api_docs/p... You can find me here: Website: https://www.python-engineer.com Twitter:   / patloeber   GitHub: https://github.com/patrickloeber Music: https://www.bensound.com/ #Python Course Parts: 01 TensorFlow Installation 02 TensorFlow Tensor Basics 03 TensorFlow Neural Net 04 TensorFlow Linear Regression 05 TensorFlow CNN (Convolutional Neural Nets) 06 TensorFlow Save & Load Models 07 TensorFlow Functional API 08 TensorFlow Multi-output Project 09 TensorFlow Transfer Learning 10 TensorFlow RNN / LSTM / GRU 11 TensorFlow NLP TensorFlow 2, Keras, Deep Learning, TensorFlow Course, TensorFlow Beginner Course, TensorFlow Tutorial ---------------------------------------------------------------------------------------------------------- This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏