Text Classification Using BERT & Tensorflow | Deep Learning Tutorial 47 (Tensorflow, Keras & Python)

Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python - Text Classification Using BERT & Tensorflow | Deep Learning Tutorial 47 (Tensorflow, Keras & Python)

Master Data Science: Your Comprehensive Guide to Python, SQL, Machine Learning & Deep Learning! Explore step-by-step tutorials and projects, from coding fundamentals to advanced algorithms, with codebasics. Unlock your data-driven career today!

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What you'll learn

Understand the fundamentals of data science and its applications
Acquire skills in Python programming and data analysis using libraries like Pandas and NumPy
Develop machine learning models and understand key algorithms such as Linear Regression, Decision Trees, and Neural Networks
Use deep learning frameworks like TensorFlow and Keras to build and deploy neural network models

This course includes

33.3 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

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Full Transcript

Using BERT and Tensorflow 2.0, we will write simple code to classify emails as spam or not spam. BERT will be used to generate sentence encoding for all emails and after that we will use a simple neural network with one drop out layer and one output layer. What is BERT? https://www.youtube.com/watch?v=7kLi8u2dJz0 Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/47_BERT_text_classification/BERT_email_classification.ipynb Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO Machine learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. 🌎 Website: https://www.codebasics.io/ 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📱 Twitter: https://twitter.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/ ❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

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