Build Movie Review Classification with BERT and Tensorflow

Learn to build Movie Review Classification with BERT and Tensorflow 2.4

4.05 (10 reviews)
Udemy
platform
English
language
Data Science
category
Build Movie Review Classification with BERT and Tensorflow
115
students
2.5 hours
content
Jan 2021
last update
$39.99
regular price

What you will learn

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

Why take this course?

Learn to build Moview Review Classifier engine with BERT and TensorFlow 2.4

Build a strong foundation in Deep learning text classifiers with this tutorial for beginners.

  • Understanding of movie review classification

  • Learn word embeddings from scratch

  • Learn BERT and its advantages over other technologies

  • Leverage pre-trained model and fine-tune it for the questions classification task

  • Learn how to evaluate the model

  • User Jupyter Notebook for programming

  • Test model on real-world data


  • A Powerful Skill at Your Fingertips  Learning the fundamentals of text classification h puts a powerful and very useful tool at your fingertips. Python and Jupyter are free, easy to learn, have excellent documentation. Text classification is a fundamental task in the natural language processing (NLP) world.

No prior knowledge of word embedding or BERT is assumed. I'll be covering topics like Word Embeddings, BERT, and Glove from scratch.

Jobs in the NLP area are plentiful, and being able to learn text classification with BERT will give you a strong edge. BERT is state of art language model and surpasses all prior techniques in natural language processing.

Google uses BERT for text classification systems. Text classifications are vital in social media.  Learning text classification with BERT and Tensorflow 2.4 will help you become a natural language processing (NLP) developer which is in high demand.


Content and Overview  

This course teaches you how to build a movie review classification engine using open-source Python, Tensorflow 2.4, and Jupyter framework.  You will work along with me step by step to build a movie review classification engine

  • Word Embeddings

    • Word2Vec

    • One hot encoding

    • Glove

    • BERT


  • Build Application

    • Download dataset

    • Download pre-trained model

    • Fine Tune Model on IMDB movie review dataset

    • Model Evaluation

    • Testing Model on real-world data


What am I going to get from this course?

  • Learn movie review classification with BERT  and Tensorflow 2.4 from a professional trainer from your own desk.

  • Over 10 lectures teaching you how to build a movie review classification  engine

  • Suitable for beginner programmers and ideal for users who learn faster when shown.

  • Visual training method, offering users increased retention and accelerated learning.

  • Breaks even the most complex applications down into simplistic steps.

  • Offers challenges to students to enable the reinforcement of concepts. Also, solutions are described to validate the challenges.

Screenshots

Build Movie Review Classification with BERT and Tensorflow - Screenshot_01Build Movie Review Classification with BERT and Tensorflow - Screenshot_02Build Movie Review Classification with BERT and Tensorflow - Screenshot_03Build Movie Review Classification with BERT and Tensorflow - Screenshot_04

Reviews

Ronakkumar
January 30, 2022
I found this is not a course but small practical kind of thing that students perform in ML subjects. The writing of author should be improved and its good if author has proper PPTs.

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3809752
udemy ID
1/29/2021
course created date
2/5/2021
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