(Udemy) Build Movie Review Classification with BERT and Tensorflow (Evergreen Technologies)

By theetay.com Categories: Development, Udemy
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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.

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What Will You Learn?

  • At the end of my course students will be able to build movie review classification engine

Course Content

Introduction

  • A Message from the Professor
  • Introduction
    11:18
  • About Author
    05:42

Amazing world of word Embeddings

Metrics

Feature Engineering

Model Training

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