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.
In this project, we completed the following tasks:
1-Understand the problem statement and business case
2-Import libraries/datasets and perform preliminary data processing
3-Perform data cleaning
4-Visualize datasets
5-Prepare the data by performing tokenization and padding
6-Understand the intuition behind recurrent neural networks
7-Understand the intuition behind LSTMs
8-Train an LSTM Model
9-Assess/evaluate trained model performance