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
Taught in English
Instructor: Abhishek Jha
Sponsored by ASHOKA UNIVERSITY
7,318 already enrolled
Guided Project
Recommended experience
(114 reviews)
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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Guided Project
Recommended experience
(114 reviews)
See how employees at top companies are mastering in-demand skills
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
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
Importing the dataset from Yahoo Finance
Data Visualization using Plotly express
Data Preparation & Modelling
Forecasting
Forecast Evaluation using Google Finance in Google Sheets
Conclusion- Stock Analysis of Tesla using Yahoo Finance
Automating stock forecasting- for other stocks
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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