Coursera Project Network
Interactive Word Embeddings using Word2Vec and Plotly
Coursera Project Network

Interactive Word Embeddings using Word2Vec and Plotly

Taught in English

Ari Anastassiou

Instructor: Ari Anastassiou

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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
4.5

(42 reviews)

What you'll learn

  • Clean and preprocess text data for modeling

  • Train and evaluate word embedding models

  • Build an interactive network graph that can be used for recommendations and related item discovery

Details to know

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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
4.5

(42 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
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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 preprocessing

  3. Model theory and training

  4. Basic model results analysis

  5. Building interactive visual tool with graphs for full-scale analysis

Recommended experience

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

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Instructor

Ari Anastassiou
Coursera Project Network
10 Courses34,084 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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