|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistical-data-analysis-with-java/
课程评论：没有评论
课程名称：使用Java进行统计数据分析 概述：您是否希望快速有效地使用Java对数据进行建模和可视化，以熟悉各种数据分析类型，从而更好地理解您的数据？那么本课程非常适合您！这门综合课程将引导您应用基本的分析方法以满足业务需求，同时创建时间序列预测，并使用Java API实现统计数据分析技术。您将学习如何获取、理解和评估文本，应用分析技术，以便在处理信息后获得软件程序提供的有价值见解。此外，您还将学习多种Java工具，以各种形式可视化数据。 课程内容和概述： 本培训程序包含两个完整的课程，精心设计以提供最全面的培训。 第一门课程《使用Java进行基础数据分析》开始时介绍数据预处理的各种技术。您将熟悉Java数据分析的基础知识，了解数据如何变化、Java在分析中的角色。接着，您将应用基本分析满足业务需求，并创建时间序列预测。最后，您将看到如何使用Java API实现统计数据分析技术，同时使用JDBC将Java连接到SQL和MySQL数据库，课程结束时还将学习如何与NoSQL数据库合作。 第二门课程《使用Java理解数据》首先展示如何获取、理解和评估文本。您将查看不同的文件，并学习应用分析技术，使您的软件程序能够理解信息并获得有价值的见解。同时，您将学习使用Java工具以各种形式可视化数据。最后，您将学习不同的方法来分析文本、大数据，以及其他多媒体类型，如图像分析、面部分析和模式识别。 作者介绍： Erik Costlow曾是Oracle Java 8发布的首席产品经理。他的背景是软件安全分析，专注于处理Java 6和Java 7中出现的安全问题。在JDK工作期间，Erik应用各种数据分析技术识别和减轻威胁在Java平台及其上层应用中传播的方式。
Are you willing to know how to model and visualize your data efficiently with Java in a jiffy in order to get familiar with the various types of data analysis so you can make sense of your data with Java? Then this course is for you!With this comprehensive course, you'll begin learning to apply the basic analysis to your business needs and create time-series predictions along with implementing statistical data analysis techniques using Java APIs. Then you'll learn about how to obtain, understand, and evaluate the text. Then you will learn to apply analysis techniques, so as to gain valuable insights provided by software programs after processing the information; along with this, you will also be learning various java tools to visualize data in various forms.Contents and OverviewThis training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Basic Data Analysis with Java starts by showing you the various techniques of pre-processing your data. You will then get well-versed with the basics of data analysis with Java, how data changes state, and how Java fits into the analysis. You will then learn to apply the basic analysis to your business needs and create time-series predictions. Finally, you will see how to implement statistical data analysis techniques using Java APIs. You will also use JDBC to connect Java to SQL and MySQL databases. At the end of the video course, you will also see how to work with NoSQL databases.The second course, Making Sense of Data with Java starts by showing you how to obtain, understand, and evaluate the text. You'll look at different files and see how to apply analysis techniques, so your software programs can make sense of information to gain valuable insights. You'll also learn to use Java tools to visualize data in various forms. Finally, you will be walked through different methods to analyze text, big data, and other types of multimedia such as image analysis, facial analysis, and pattern recognition.About the Authors:Erik Costlow was the principal product manager for Oracle's launch of Java 8. His background is in software security analysis, dealing with the security issues that rose to the surface within Java 6 and Java 7. While working on the JDK, Erik applied different data analysis techniques to identify and mitigate ways that threats could propagate through the overall Java platform and overlying applications.
