In this 1.5-hour long project-based course, you will learn how to build a Facebook Prophet Machine learning model in order to forecast the price of Tesla 30 days into the future. We will also visualize the historical performance of Tesla through graphs and charts using Plotly express and evaluate the performance of the model against real data using Google Finance in Google Sheets. We will also dive into a brief stock analysis of Tesla and we will discuss PE ratio, EPS, Beta, Market cap, Volume and price range of Tesla. We will end the project by automating the forecasting process in such a way that you will get the forecast of any of your favourite stock with all necessary visualization within a few seconds of uploading the data. By the end of this project, you will be confident in analyzing, visualizing and forecasting the price of any stock of your choice.
Tesla Stock Price Prediction using Facebook Prophet
Instructor: Abhishek Jha
8,239 already enrolled
Included with 
(129 reviews)
Recommended experience
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
Skills you'll practice
Details to know
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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:
Importing all the necessary libraries (7 min)
Importing the dataset from Yahoo Finance (6 min)
Data Visualization using plotly express (6 min)
Data Preperation & Modelling (7 min)
Forecasting (7 min)
Forecast Evaluation in Google Sheets (7 min)
Conclusion- Analysis of Tesla using Yahoo Finance (8 min)
Automating stock forecasting- for other stocks (7 min)
Recommended experience
It is recommended to have a basic understanding of Python
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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
129 reviews
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- 3 stars
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- 2 stars
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- 1 star
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Reviewed on Jul 18, 2022
Good, concise course, clear instructions! What would have made it even better was hyperparameter tuning, a session on that would be useful.
Reviewed on Jun 15, 2021
A very good project indeed. I learnt Facebook Prophet and was an eye opener for me who doesn't know anything about stocks
Reviewed on Dec 4, 2021
This was a very well designed and guided project - would love doing something similar on AI and ML
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Frequently asked questions
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
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