Implement a Sentiment Classification algorithm in TensorFlow and analyze Twitter data! Learn how to use NLP (Natural Language Processing) techniques like a Tokenizer and Word Embeddings to preprocess text data, and then create a RNN model with keras to classify the tweets. ~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~ ✅ Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer * Get my Free NumPy Handbook: https://www.python-engineer.com/numpybook ⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN 📓 ML Notebooks available on Patreon: https://www.patreon.com/patrickloeber If you enjoyed this video, please subscribe to the channel: ▶️ : https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1 Course material is available on GitHub: https://github.com/patrickloeber/tensorflow-course RNN in TensorFlow: https://youtu.be/IrPhMM_RUmg RNN in Depth: https://youtu.be/WEV61GmmPrk Data: https://www.kaggle.com/c/nlp-getting-started Regex Tutorial: https://youtu.be/AEE9ecgLgdQ Links: https://www.tensorflow.org/guide/keras/rnn https://www.tensorflow.org/tutorials/text/word_embeddings ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ 🖥️ Website: https://www.python-engineer.com 🐦 Twitter - https://twitter.com/patloeber ✉️ Newsletter - https://www.python-engineer.com/newsletter 📸 Instagram - https://www.instagram.com/patloeber 🦾 Discord: https://discord.gg/FHMg9tKFSN ▶️ Subscribe: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1 ~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~ 🅿 Patreon - https://www.patreon.com/patrickloeber Music: https://www.bensound.com/ Photo by Sara Kurfeß on Unsplash: https://unsplash.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 or an affiliate 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! 🙏