Coursera Project Network
Generating New Recipes using GPT-2
Coursera Project Network

Generating New Recipes using GPT-2

Taught in English

Ari Anastassiou

Instructor: Ari Anastassiou

4,038 already enrolled

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

90-120 minutes
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.0

(45 reviews)

What you'll learn

  • Clean and preprocess text data for modeling

  • Create datasets for large-scale language generation

  • Fine-tune large-scale language model on small and niche task of generating recipes

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

90-120 minutes
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.0

(45 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. Introduction to the task and demo

  2. Exploratory data analysis and visualizations

  3. Dataset preparation

  4. GPT-2 theory and related machine learning concepts

  5. Model training on Google Colab

  6. Evaluating model performance empirically

Recommended experience

Intermediate Python users with some experience with Natural Language Processing and/or Machine Learning.

3 project images

Instructor

Ari Anastassiou
Coursera Project Network
10 Courses34,084 learners

Offered by

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 45

4.0

45 reviews

  • 5 stars

    48.88%

  • 4 stars

    20%

  • 3 stars

    17.77%

  • 2 stars

    4.44%

  • 1 star

    8.88%

RR
5

Reviewed on Aug 24, 2020

CP
4

Reviewed on Jun 26, 2023

RM
5

Reviewed on Apr 20, 2022

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