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Courses, in 8 stages

  1. 01Programming for AI/ML9 courses
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  1. Courses
  2. Project: Text Generation using Language Models with LSTM
  3. Text Generation using Language Models with LSTM (Code Demo)

Initialize Model

Video · 2 min · Lesson 13 of 17

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PreviousLoad DatasetNext lessonDefine loss and optimizer
Deep LearningProject: Text Generation using Language Models with LSTM

    1. IntroductionFree3 min
    2. Download Resources1 min
    3. Simple RNN Language ModelFree5 min
    4. Training an RNN Language ModelFree3 min
    1. Transformer-based Language ModelsFree3 min
    2. Example Application: Google's LaMDAFree1 min
    3. Course Review1 min
    1. Setup Environment and Import DataFree1 min
    2. Helper Function for Creating Corpus4 min
    3. Set Device Configuration1 min
    4. Define Architecture and Hyperparameters1 min
    5. Load Dataset1 min
    6. Initialize Model2 min
    7. Define loss and optimizer1 min
    8. Train Model3 min
    9. Examine Output1 min
    10. Save Model1 min

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