Binance API: Visualizing Data with Real Time Chart

所在平台: Udemy

课程主页: https://www.udemy.com/course/binance-api-visualizing-data-with-real-time-chart/

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课程名称:币安API: 实时图表数据可视化 课程概述:欢迎参加“币安API: 实时图表数据可视化”课程。该课程是一个全面的项目基础课程,您将全面指导构建一个加密货币价格数据跟踪器,生成实时动画图表以可视化价格变化,并创建一个系统来监控表现最佳的加密货币。我们将使用Python及其图形库matplotlib来构建这些项目,同时我们还将利用免费访问的币安API来获取数据。币安作为最受欢迎的集中式交易所之一,提供实时和持续更新的数据,使您能够有效跟踪价格走势。课程结束时,我们还将学习如何通过连接API扩展功能将币安的加密货币价格数据呈现在谷歌表格中,以便您可以操作数据或进行自己的实验。 对于那些普遍不熟悉加密货币或对Python编程技能不太自信的学员,请不要担心,因为本课程还包括基础的Python培训课程,以帮助您做好准备,提供您在项目中成功所需的所有编程基础。最后,课程专为初学者设计,因此所有材料都将从初学者的角度进行讲解。 在此课程中,您将学习到以下内容: - 基础Python培训课程: - Python中的不同数据类型(字符串、整数、浮点数和布尔值) - 从用户获取数据输入 - 函数与参数 - Matplotlib的基本知识 - 项目: - 第一个项目:构建追踪最新加密货币价格的系统 - 第二个项目:生成图表以可视化价格变化数据 - 第三个项目:追踪过去24小时表现最佳的加密货币 - 连接币安API以访问数据 - 使用API连接器在谷歌表格中显示数据 - 使用Pandas创建和修改数据框 - 使用GARCH建模价格波动性 许多人相信,最好的学习方式是通过实践,因为您可以将所学的技能和知识应用于实际操作中。正是这一点,你将通过使用Python构建三个与加密相关的项目获得。在此课程中,您还将接触到加密货币市场分析的不同视角,学习自动化在提高交易效率方面的重要性。

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课程详情

Welcome to Binance API: Visualizing Data with Real Time Chart course. This is an extensive project based course where you will be fully guided to build a cryptocurrency price data tracker, generate a real time animated chart to visualize the price movement, and create a system to monitor the best performing cryptocurrency. We are going to build these projects using Python alongside libraries like matplotlib for generating graphs and we are also going to utilize Binance API which you can access for completely free. In this project, the API will be used to gain access to the data from Binance. In addition, Binance which has also been well known as one of the most popular centralized exchanges provides you with real time and constantly updated data which will definitely allow you to keep track of the pricing movement effectively. At the end of the course, we will also learn how to display cryptocurrency price data from Binance on Google Sheets by connecting to API extension features which enables you to play around with the data or potentially conduct your own experiment.For those of you who are not familiar with cryptocurrency in general or you might not be very confident with your python programming skills, there is nothing you should worry about since this course also comes with basic python training session which is intended to prepare you better by providing all programming fundamentals that you need to do well on the project. Last but not least, as the course was created and designed for beginners, therefore, all the materials will be taught from the perspective of beginners.Below are list of things you will learn in this course:Basic Python Training Session:Different data types in Python (string, int, float, and boolean)Getting data input from usersFunction and parametersBasic fundamental of MatplotlibProjects:Project 1: Building a system to track the latest cryptocurrency priceProject 2: Generating charts to visualize price movement dataProject 3: Tracking the best performing cryptocurrency within the last 24 hoursConnecting to Binance API to access dataDisplaying data on Google Sheet using API ConnectorCreating and modifying data frame using PandasModel price volatility using GARCHAs most people believe, the best way to learn is actually to learn by doing since you get to apply all skills and knowledge that you've learnt so far and put them into practice. This is exactly what you will get from the course, building three crypto related projects using Python. Last but not least, this course will also expose you to different perspectives of cryptocurrency market analysis as you will learn the importance of automation as an effort to make trading more efficient.

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