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所在平台: Udemy |
课程主页: https://www.udemy.com/course/cryptocurrency-data-visualization-bitcoin-price-prediction/
课程评论：没有评论
课程名称：数据科学：比特币数据可视化与价格预测 课程概述：2020年3月16日，比特币价格为5000美元，而一年后的今天，其价格在高峰时曾超过60000美元，年回报率超过1200%。如果你在一年之前投资了比特币，你的财富将增加12倍。不过，这已是过去。那么，未来如何呢？如果我们知道比特币在30天后的价格会是多少，那将是多么令人兴奋的事情？随着机器学习和时间序列预测的进步，我们可以相对准确地预测比特币或其他加密货币，甚至是您喜欢的股票，例如TSLA、AAPL、AMZN和GOOG的未来价格。 在本课程中，您将学习如何建立Facebook Prophet机器学习模型，以预测比特币未来30天的价格。同时，您还将学会如何可视化整个加密货币市场，发掘潜在的隐藏模式。本课程为实践性强的引导式课程，您将在讲座的同时编写代码，使用Plotly Express进行加密货币可视化，并运用Facebook Prophet时间序列机器学习算法预测比特币价格。 课程内容包括： - 导入必要的库，包括用于预测的Facebook Prophet和用于可视化的数据可视化工具Plotly Express - 导入并探索数据集 - 使用箱线图、饼图和小提琴图可视化12种主要加密货币的五年历史表现 - 使用散点图比较主要加密货币 - 比特币数据可视化，包括历史成交量和价格的面积图、折线图、小提琴图等 - 介绍Facebook Prophet，提供所需的基础知识 - 数据准备和Facebook Prophet时间序列模型创建 - 预测比特币未来30天的价格 - 下载预测数据以进行适当评估 - 使用Google Sheets提取比特币的实际价格 - 比较预测价格与比特币的实际价格 我们将使用12种主要加密货币的5年历史数据，涵盖超过95%的市场，包括比特币、莱特币、以太坊、瑞波币、达世币、泰达币、波场、恒星币、比特币现金、币安币、卡尔达诺和链链接。 如果您对加密货币交易感兴趣，但不知道从何开始，这门课程将帮助您获取必要的技能。课程适合初学者，无需额外软件，您只需一个可靠的互联网连接即可开始学习。 抓一杯咖啡，打开您的电脑，点击“立即注册”按钮，现在就来参加这个课程吧！ 本课程旨在教育，提供技能以帮助您做出明智的决策，而不构成财务建议。祝您学习愉快！
On 16th March 2020, Bitcoin was $5000. Today, Just 1 year later, Bitcoin was trading over $60,000 during its peak which is more than 1200% return in just 1 year. Just Imagine, if you had invested in Bitcoin 1 year ago, you would have multiplied your wealth by 12 times.Missed it? Well, that was past. Now let's talk about the FUTURE.What if we knew what the Price of Bitcoin could be 30 days from now?What if there was a way to predict the price of Bitcoin a few weeks into the future?With the advancement in Machine Learning and Time-series Forecasting, we can actually predict the price of Bitcoin or any other cryptocurrency or perhaps even your favourite stocks like TSLA, AAPL, AMZN, GOOG with fairly good accuracy.So,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 ProphetLearn to find patterns using Data Visualization with Plotly Express with just 1 line of CodeLearn to create Machine learning Time-series ModelNew 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 VisualizationImporting the Dataset and Exploring itVisualizing the 5 years Historical Performance of 12 Major Cryptocurrencies using Box plot, Pie Chart & Violin plotComparing all the major Cryptocurrencies using Scatter PlotsBitcoin Data Visualization - Visualizing historical Volume & Price using Area graph, Line Graph, Violin ChartBitcoin Financial Data Visualization- creating a Candlestick chartIntroduction to Facebook Prophet- Everything you need to knowData PreparationFacebook Prophet Time-series Model CreationForecasting the Price of Bitcoin 30 days into the futureDownloading the Forecast Data for Proper evaluationExtracting the Actual Price of Bitcoin using Google Finance within Google SheetsComparing the Forecast Price against the Actual Price of BitcoinWe 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.
