Cryptocurrency Data Visualization & Bitcoin Price Prediction

Hands-on: Cryptocurrency Data Visualization using Plotly & Bitcoin Price Forecasting using Machine Learning- for Trading
Instructor:
School of Disruptive Innovation
79 students enrolled
English [Auto]
Learn to Visualize the entire Cryptocurrency Market using Candlesticks charts, Area graph, Line graph, Scatter plot, Box plot, Violin plot and Pie chart.
Learn to Create a a Machine learning Time series Facebook Prophet Model
Learn to Forecast the Price of Bitcoin 30 days into the Future using Facebook Prophet
Financial Data Extraction using Google Finance within Google Sheets
Learn to Create Excellent quality graphs and charts with just one line of code that will make your audience go "WOW"
Financial Data Visualization

Would you like to learn to build a Facebook Prophet Machine Learning Model inorder to Forecast the Price of Bitcoin 30 days into the future?

Would you like to learn to Visualize the entire market of Cryptocurrencies in order to find hidden patterns?

Would you like to trade Cryptocurrencies like Bitcoin but don’t know where to start?

If the answer to any of the questions is “YES” then this course is for you.

This is a Practical, Hands-on, Guided Course where you will be writing the codes alongside the lectures and Visualizing Cryptocurrencies using Plotly Express and Predicting the price of Bitcoin 30 days into the Future using Facebook Prophet Time-series Machine Learning Algorithm.

Let AI (not gurus) tell you which coin to buy and which not to buy. Explore the Entire Cryptocurrency market and learn to Visualize and Forecast the Price of Bitcoin. Learn to use AI & Data science to decide What to buy (using Data Visualization) and when to buy (Machine learning Forecasting).

This is the only course in Bitcoin and Cryptocurrency that you need.

In the next 2 hours, learn practical real-life data visualization and Machine learning skills and Forecast the Price of Bitcoin 30 days into the future.

  • Learn to make forecasts using Facebook Prophet

  • Learn to find patterns using Data Visualization with Plotly Express with just 1 line of Code

  • Learn to create Machine learning Time-series Model

New to Python? No problem. This course is beginner-friendly. You will learn everything you need to know. I will guide you through every single line of code and every single step. No extra software needed. You just need a reliable Internet connection and you are good to go.

What will you learn?

  • Importing all the necessary libraries including Facebook Prophet for Forecasting and Plotly Express for Data Visualization

  • Importing the Dataset and Exploring it

  • Visualizing the 5 years Historical Performance of 12 Major Cryptocurrencies using Box plot, Pie Chart & Violin plot

  • Comparing all the major Cryptocurrencies using Scatter Plots

  • Bitcoin Data Visualization – Visualizing historical Volume & Price using Area graph, Line Graph, Violin Chart

  • Bitcoin Financial Data Visualization– creating a Candlestick chart

  • Introduction to Facebook Prophet- Everything you need to know

  • Data Preparation

  • Facebook Prophet Time-series Model Creation

  • Forecasting the Price of Bitcoin 30 days into the future

  • Downloading the Forecast Data for Proper evaluation

  • Extracting the Actual Price of Bitcoin using Google Finance within Google Sheets

  • Comparing the Forecast Price against the Actual Price of Bitcoin

We will be using 5-year Historical Data (Daily Price & Volume) of 12 Major Cryptocurrencies that represents well over 95% of the Cryptocurrency Market: Bitcoin, Litecoin, Ethereum, Ripple, Dash, Tether, Tron, Stellar, Bitcoin Cash, Binance coin, Cardano & Chainlink.

So What are you waiting for?

Grab a Coffee, Open your Laptop and click on the “Enroll Now” button and get this course right now.

P.S: Although this course deals in Cryptocurrencies and teaches you to Forecast the Price of Bitcoin, it should be noted that this course is for educational purposes only and is not a piece of Financial Advice. Our goal as Instructors is to provide you with skill so that you can make an informed decision.

All the best and Happy Learning.

Importing all the necessary Libraries and Dataset into the Colab environment

1
Project Overview & Importing all the necessary Libraries
2
Importing the Dataset & Exploring it

Cryptocurrency Data Visualization using Plotly Express

1
Visualizing Dataset- Table
2
Visualizing Price and Volume- Violin plot, Box plot, Pie chart
3
Visualizing the entire Cryptocurrency market-Scatter Plot

Crypto Specific Data Visualization- Bitcoin

1
Importing the Bitcoin Dataset
2
Bitcoin Data Visualization- Area graph, Line graph and Violin Plot
3
Bitcoin Financial Data Visualization- Candlestick Charts

Facebook Prophet Modelling and Forecasting

1
Facebook Prophet- An Introduction
2
Data Preperation
3
Modelling-Facebook Prophet Time series Model Creation
4
Forecasting
5
Downloading the Forecast data in Csv Format

Forecast Evaluation using Google Sheets

1
Forecast Evaluation using Google Sheets
You can view and review the lecture materials indefinitely, like an on-demand channel.
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Certificate of Completion

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