Skill

Build a Bidirectional LSTM Model

December 2024 with Jonathan Barrios

  • 9 videos
  • 46 mins
Join Jonathan Barrios as we learn how to work with neural network models that process data in both forward and backward directions. We'll learn when and why you'd choose a bidirectional LSTM model, how to preprocess the data, and then train the final model.

Recommended Experience
  • Familiarity with Python programming
  • Basic understanding of machine learning workflows like data preprocessing and model training
  • Knowledge of sequence data and how it gets used in tasks like text or speech analysis
Related certifications
  • Professional TensorFlow Developer
Related Job Functions
  • Machine learning engineer
  • Natural language processing engineer
  • AI Developer
Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.
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Jonathan Barrios
Jonathan Barrios
Trainer

Skill Outline

  1. 1. Build a Baseline Model (8:50)
  2. 2. Data Preprocessing (9:47)
  3. 3. Define, Compile, and Train Model (4:23)
  4. 4. Challenge (13:13)

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