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.
通过 Coursera Plus 解锁访问 10,000 多门课程。开始 7 天免费试用。


您将学到什么
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
您将练习的技能
要了解的详细信息

添加到您的领英档案
仅桌面可用
了解顶级公司的员工如何掌握热门技能

在 2 小时内学习、练习并应用岗位必备技能
- 接受行业专家的培训
- 获得解决实训工作任务的实践经验
- 使用最新的工具和技术来建立信心

关于此指导项目
分步进行学习
在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:
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)
推荐体验
It is recommended to have a basic understanding of Python
8个项目图片
位教师

提供方
学习方式
基于技能的实践学习
通过完成与工作相关的任务来练习新技能。
专家指导
使用独特的并排界面,按照预先录制的专家视频操作。
无需下载或安装
在预配置的云工作空间中访问所需的工具和资源。
仅在台式计算机上可用
此指导项目专为具有可靠互联网连接的笔记本电脑或台式计算机而设计,而不是移动设备。
人们为什么选择 Coursera 来帮助自己实现职业发展




学生评论
142 条评论
- 5 stars
59.85%
- 4 stars
22.53%
- 3 stars
4.92%
- 2 stars
3.52%
- 1 star
9.15%
显示 3/142 个
已于 Apr 7, 2022审阅
Nice Couse thanks Abhishek. I was able to understand the Prophet lib and with that I was able to make the predictions for bitcoin as well - https://www.prediction1.com/prediction/BTC
已于 Jul 18, 2022审阅
Good, concise course, clear instructions! What would have made it even better was hyperparameter tuning, a session on that would be useful.
已于 Feb 6, 2022审阅
I really enjoyed this project. Beginner-friendly, clearly explained, and concise intro to FB Prophet. Thanks!
常见问题
由于您的工作空间包含适合笔记本电脑或台式计算机使用的云桌面,因此指导项目不在移动设备上提供。
指导项目授课教师是特定领域的专家,他们在项目的技能、工具或领域方面经验丰富,并且热衷于分享自己的知识以影响全球数百万的学生。
您可以从指导项目中下载并保留您创建的任何文件。为此,您可以在访问云桌面时使用‘文件浏览器’功能。







