TensorFlow Tutorial 11 Text Classification NLP Tutorial

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http://youtube.com/watch?v=kxeyoyrf2cM

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=youtu... * • Get my Free NumPy Handbook: • https://www.python-engineer.com/numpy... • ⭐ Join Our Discord : / discord • 📓 ML Notebooks available on Patreon: • / patrickloeber • If you enjoyed this video, please subscribe to the channel: • ▶️ : / @patloeber • Course material is available on GitHub: • https://github.com/patrickloeber/tens... • RNN in TensorFlow: • • TensorFlow Tutorial 10 - Recurrent Ne... • RNN in Depth: • • PyTorch RNN Tutorial - Name Classific... • Data: • https://www.kaggle.com/c/nlp-getting-... • Regex Tutorial: • • Regular Expressions in Python - FULL ... • Links: • https://www.tensorflow.org/guide/kera... • https://www.tensorflow.org/tutorials/... • ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ • 🖥️ Website: https://www.python-engineer.com • 🐦 Twitter - / patloeber • ✉️ Newsletter - https://www.python-engineer.com/newsl... • 📸 Instagram - / patloeber • 🦾 Discord: / discord • ▶️ Subscribe: / @patloeber • ~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~ • 🅿 Patreon - / 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! 🙏

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