(Udemy) Build Movie Review Classification with BERT and Tensorflow (Evergreen Technologies)
About Course
Learn how to build a movie review classification engine using BERT and TensorFlow 2.4. This free online course is perfect for beginners who want to gain a strong foundation in deep learning text classifiers.
This course will teach you:
- Understanding of movie review classification
- Learn word embeddings from scratch (Word2Vec, One hot encoding, Glove, and BERT)
- Learn BERT and its advantages over other technologies
- Leverage pre-trained models and fine-tune them for the questions classification task
- Learn how to evaluate the model
- Use Jupyter Notebook for programming
- Test the model on real-world data
This course will cover topics like Word Embeddings, BERT, and Glove from scratch. You will learn how to download datasets, download pre-trained models, fine-tune models on the IMDB movie review dataset, evaluate models, and test models on real-world data.
This course is offered for free on Theetay and is a part of our collection of free online courses from platforms like Udemy, Udacity, Coursera, MasterClass, NearPeer, and more. Start learning today and become a natural language processing (NLP) developer, a highly in-demand skill.
Key SEO keywords: Movie Review Classification, BERT, TensorFlow 2.4, Deep Learning, Text Classifiers, NLP, Natural Language Processing, Jupyter Notebook, Word Embeddings, Pre-trained Models, Machine Learning, Data Science, Free Online Courses, Udemy, Udacity, Coursera, MasterClass, NearPeer.
Course Content
Introduction
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A Message from the Professor
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Introduction
11:18 -
About Author
05:42
Amazing world of word Embeddings
Metrics
Feature Engineering
Model Training
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