Bitcoin Price Prediction using Facebook Prophet

4.5
별점
40개의 평가
제공자:
Coursera Project Network
학습자는 이 안내 프로젝트에서 다음을 수행하게 됩니다.

Create a Facebook Prophet Machine learning model & Forecast the price of Bitcoin for the future 30 days

Learn to Visualize Bitcoin using Plotly Express

Learn to Extract Financial Data and Analyze it using Google Sheets

Clock1.5
Beginner초급
Cloud다운로드 필요 없음
Video분할 화면 동영상
Comment Dots영어
Laptop데스크톱 전용

In this 1.5-hour long project-based course, you will learn how to create a Facebook Prophet Machine learning Model and use it to Forecast the Price of Bitcoin for the future 30 days. We will begin by importing all the necessary libraries including Facebook Prophet. Then we will import our dataset and analyze it. Then we will start creating visualizations in Plotly express in order to understand the historical performance of Bitcoin. We will then prepare our data for Facebook Prophet and create a Facebook Prophet Machine learning Model. We will then fit our prepared data to the Facebook Prophet Model and command it to make a Forecast for the future 30 days. We will then Visualize the Forecast using the Prophet’s internal visualization tools and then download the Forecast data. In the final section, we will go to Google Sheets and learn to extract Financial data of Bitcoin using Google Finance. We will then import the Forecast data into Google Sheets and compare it against the actual data and evaluate the performance of the Model. Please note that although this project deals with Bitcoin and teaches to make Price predictions, it is for educational purposes only and should not be taken for a piece of Financial advice since Cryptocurrencies like Bitcoin are extremely volatile and speculative. Basic knowledge of Python programming language is recommended but even those with no prior programming experience will be able to complete this project. You will need a Google account to complete this project. 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.

개발할 기술

  • Forecasting
  • Machine Learning
  • Google Sheets
  • facebook prophet
  • plotly express

단계별 학습

작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.

  1. Task 1 : Importing all the necessary libraries

  2. Task 2 : Importing the dataset and Analyzing it

  3. Task 3 : Data Visualization using Area graph and Violin plot

  4. Task 4 : Facebook Prophet Model Creation

  5. Task 5 : Forecasting using Facebook Prophet

  6. Task 6: Forecast Evaluation using Google Sheets

안내형 프로젝트 진행 방식

작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.

분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.

검토

BITCOIN PRICE PREDICTION USING FACEBOOK PROPHET의 최상위 리뷰

모든 리뷰 보기

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