Coursera Project Network
Product Recommender System: OpenAI Text Embedding
Coursera Project Network

Product Recommender System: OpenAI Text Embedding

Taught in English

Ahmad Varasteh

Instructor: Ahmad Varasteh

Included with Coursera Plus

Guided Project

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

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

What you'll learn

  • Create text embeddings using OpenAI API

  • Apply vector similarity measures for product recommendation system

  • Visualize text embedding vectors with Principal Component Analysis (PCA)

Details to know

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Recently updated!

May 2024

Guided Project

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

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

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. Set up project environment

  2. Prepare the dataset

  3. Text embedding and visualization

  4. Find similar products

  5. Recommend products based on the searched products

Recommended experience

Access to OpenAI API, Basic understanding of data analysis including datatypes and data manipulation, Fundamental understanding of Python programming

5 project images

Instructor

Ahmad Varasteh
Coursera Project Network
38 Courses64,852 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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