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.
English/French Translator: Long Short Term Memory Networks
English/French Translator: Long Short Term Memory Networks
Instructor: Ryan Ahmed
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Learn, practice, and apply job-ready skills with expert guidance
Beginner level
Recommended experience
1.5
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.8
(52 reviews)
What you'll learn
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
Skills you'll practice
Details to know
Earn a career certificate
Add to your LinkedIn profile
Taught in English
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Beginner level
Recommended experience
1.5
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.8
(52 reviews)
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
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
Recommended experience
Basic python programming and mathematics.
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.