Computer Perception Extended

WEEK 05

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Main repo

Status Quo?

1. Recurrent Neural Networks

Robert Cohn was once middleweight boxi…

What letter is going to come next?

Word Embedding Space

RNN Structure

LSTM / GRU Structure

How can we generate sequence data?

Machine Learning Project Checklist

  • 1. Frame the problem and look at the big picture.
  • 2. Get the data.
  • 3. Explore the data to gain insights.
  • 4. Prepare the data to better expose the underlying data patterns to Machine Learning algorithms.
  • 5. Explore many different models and short-list the best ones.
  • 6. Fine-tune your models and combine them into a great solution.
  • 7. Present your solution.
  • 8. Launch, monitor, and maintain your system.

Credits