Coursera Project Network
Tesla Stock Price Prediction using Facebook Prophet
Coursera Project Network

Tesla Stock Price Prediction using Facebook Prophet

Abhishek Jha

Instructor: Abhishek Jha

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Guided Project
Learn, practice, and apply job-ready skills with expert guidance
4.3

(122 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
4.3

(122 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Build a Facebook Prophet Model & Forecast the stock price of Tesla 30 days into the future

  • Visualize data using Plotly express & Evaluate Forecast using Google Finance in Google Sheets

  • Automate the stock forecasting process in order to get the forecast of any of your favourite stock within seconds

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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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. Importing all the necessary libraries (7 min)

  2. Importing the dataset from Yahoo Finance (6 min)

  3. Data Visualization using plotly express (6 min)

  4. Data Preperation & Modelling (7 min)

  5. Forecasting (7 min)

  6. Forecast Evaluation in Google Sheets (7 min)

  7. Conclusion- Analysis of Tesla using Yahoo Finance (8 min)

  8. Automating stock forecasting- for other stocks (7 min)

Recommended experience

It is recommended to have a basic understanding of Python

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Instructor

Instructor ratings
4.0 (12 ratings)
Abhishek Jha
Coursera Project Network
16 Courses209,286 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 122

4.3

122 reviews

  • 5 stars

    60.48%

  • 4 stars

    23.38%

  • 3 stars

    5.64%

  • 2 stars

    4.03%

  • 1 star

    6.45%

AB
4

Reviewed on Jun 15, 2021

AJ
5

Reviewed on Apr 7, 2022

VK
4

Reviewed on Aug 4, 2021

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