Tesla Stock Price Prediction using Facebook Prophet

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在此免費指導項目中,您將:

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

在面試中展現此實踐經驗

2 hours
面向初學者
無需下載
分屏視頻
英語(English)
僅限桌面

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. Disclaimer: This project is intended for educational purpose only and is by no means a piece of Financial advice. Please consult your financial advisor before investing in stocks. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

必備條件

It is recommended to have a basic understanding of Python

您要培養的技能

  • Time Series Forecasting

  • Machine Learning

  • Data Visualization (DataViz)

  • facebook prophet

  • plotly express

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  1. Importing all the necessary libraries

  2. Importing the dataset from Yahoo Finance

  3. Data Visualization using Plotly express

  4. Data Preparation & Modelling

  5. Forecasting

  6. Forecast Evaluation using Google Finance in Google Sheets

  7. Conclusion-  Stock Analysis of Tesla using Yahoo Finance

  8. Automating stock forecasting- for other stocks

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

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常見問題

由於您的工作空間包含適合筆記本電腦或台式計算機使用的雲桌面,因此指導項目不在移動設備上提供。

指導項目授課教師是特定領域的專家,他們在項目的技能、工具或領域方面經驗豐富,並且熱衷於分享自己的知識以影響全球數百萬的學生。

您可以從指導項目中下載並保留您創建的任何文件。為此,您可以在訪問云桌面時使用‘文件瀏覽器’功能。

您可在頁面頂部點按此指導項目的經驗級別,查看任何知識先決條件。對於指導項目的每個級別,您的授課教師會逐步為您提供指導。

是,您可以在瀏覽器的雲桌面中獲得完成指導項目所需的一切。

您可以直接在瀏覽器中於分屏環境下完成任務,以此從做中學。在屏幕的左側,您將在工作空間中完成任務。在屏幕的右側,您將看到有授課教師逐步指導您完成項目。