Course curriculum

    1. Overview

    2. Prerequisites

    3. File to download

    4. Discuss about RNN

    5. Overview

    6. Discuss about Keras

    7. Necessary Imports

    8. Using TensorFlow

    9. Split Data

    10. Validation Data

    11. Building Model

    12. Using Sequential

    13. Hidden Layer

    14. Dense Layer

    15. Output Layer

    16. Default Values

    17. Regularization

    18. Key Takeaways

    19. Functional API

    1. Recap

    2. Recap continued

    3. Functional API

    4. Train Model

    5. Loss Function

    6. Batch Size

    7. Discuss about Epochs

    8. Early Stopping

    9. Training Process

    10. Few points

    11. Validation Split

    12. Evaluate Model

    13. Raw Outputs

    14. General Idea

    15. Get Prediction

    16. Classification Report

    17. Challenge Problem

    18. Congratulations on completing this course!

About this course

  • $295.00
  • 37 lessons
  • 1 hour of video content