Cryptocurrency Forecasting using Machine Learning in PowerBI

ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Import real-time cryptocurrency data using finance API

Visualize the historical price and volume of Bitcoin & Ethereum using multiple charts & graphs

Forecast the price of Bitcoin & Ethereum using machine learning algorithms like ARIMA, Neural networks and Linear Regression

Clock1 hour
BeginnerPrincipiante
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this 1 hour long project, you will forecast the price of Bitcoin & Ethereum using multiple machine learning algorithms like ARIMA, Neural networks and Linear Regression. We will begin this project by importing real-time cryptocurrency data using finance API. We will then visualize the historical price and volume of Bitcoin using various charts & graphs. We will then forecast the price of Bitcoin using inbuilt Power BI forecasting tools. We will then import various visuals and then forecast the price of Bitcoin using machine learning algorithms like ARIMA, Neural networks and Linear Regression. In the final task, we will automate the dashboard so that you can forecast the price of any other cryptocurrencies within seconds. By the end of this project, you will be confident in forecasting any cryptocurrency or asset using Power BI. Requirement: In order to complete this project successfully, you need a professional email id (yourdomain emails) or a university email id if you are a student.

Habilidades que desarrollarás

  • Cryptocurrency
  • Time Series Forecasting
  • Machine Learning
  • ARIMA and Neural Networks
  • power bi

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Project overview: Finance API key

  2. Importing Financial Data

  3. Data Visualization

  4. Forecasting using inbuilt Power BI tools

  5. Importing visuals & Installing R packages

  6. Forecasting using ARIMA & Neural Networks

  7. Dashboard Automation- Ethereum

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

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