Coursera Project Network
English/French Translator: Long Short Term Memory Networks
Coursera Project Network

English/French Translator: Long Short Term Memory Networks

Taught in English

Ryan Ahmed

Instructor: Ryan Ahmed

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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
4.7

(51 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

Details to know

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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
4.7

(51 reviews)

See how employees at top companies are mastering in-demand skills

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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
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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:

  1. Task #1: Understand the Problem Statement and business case

  2. Task #2: Import libraries and datasets

  3. Task #3: Perform Data Cleaning

  4. Task #4: Visualize Cleaned up dataset

  5. Task #5: Prepare the data by tokenizing and padding

  6. Task #6: Understand the theory and intuition behind Recurrent Neural Networks

  7. Task #7: Understand the theory and intuition behind LSTM Networks

  8. Task #8: Build and train the model

  9. Task #9: Assess trained model performance

Recommended experience

Basic python programming and mathematics.

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Instructor

Ryan Ahmed
Coursera Project Network
60 Courses110,990 learners

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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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Learner reviews

Showing 3 of 51

4.7

51 reviews

  • 5 stars

    78.43%

  • 4 stars

    17.64%

  • 3 stars

    3.92%

  • 2 stars

    0%

  • 1 star

    0%

VK
5

Reviewed on Sep 7, 2020

RK
4

Reviewed on Apr 2, 2024

AG
4

Reviewed on Aug 18, 2020

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