Learn Text Classification With Python and Keras

Course Description

Skill level: advanced

In this course, you’ll learn about Python text classification with Keras, working your way from a bag-of-words model with logistic regression to more advanced methods, such as convolutional neural networks. You’ll also see how you can use pretrained word embeddings and hyperparameter optimization.

Learn Text Classification With Python and Keras

1. Learn Text Classification With Python and Keras (Overview)

2. Getting Started and Compiling the Data Set

3. Corpus, Vocabulary, and Feature Vectors

4. Defining a Baseline Model

5. Defining a Neural Network

6. Your First Keras Model

7. Word Vectors and Embedding Layers

8. Using Pretrained Word Embeddings

9. Convolutional Neural Networks (CNN)

10. Learn Text Classification With Python and Keras (Summary)

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This person’s account is verified and was created on March 5, 2024. Real Python certifies their completion of the Learn Text Classification With Python and Keras course on May 30, 2025.

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