English/French Translator: Long Short Term Memory Networks
Create a pipeline to remove stop-words, perform tokenization and padding
Understand the theory and intuition behind Recurrent Neural Networks and LSTM
Train the deep learning model and assess its performance
In this hands-on project, we will train a Long Short Term (LSTM) Network to perform English to French Translation. This project could be practically used by travelers or people who are settling into a new country. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Skills you will develop
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Task #1: Understand the Problem Statement and business case
Task #2: Import libraries and datasets
Task #3: Perform Data Cleaning
Task #4: Visualize Cleaned up dataset
Task #5: Prepare the data by tokenizing and padding
Task #6: Understand the theory and intuition behind Recurrent Neural Networks
Task #7: Understand the theory and intuition behind LSTM Networks
Task #8: Build and train the model
Task #9: Assess trained model performance
How Guided Projects work
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
Reviews
TOP REVIEWS FROM ENGLISH/FRENCH TRANSLATOR: LONG SHORT TERM MEMORY NETWORKS
The course was easy to understand, but the latest transformer based translation teaching would have been better.
Taught exceptionally well sometimes projects teach you more than courses.
This instructor is really nice expecting more projects from you
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