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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-ai-and-data-analysis-with-jmp-software/
课程评论：没有评论
课程名称：掌握无编码的人工智能和数据分析——JMP软件 课程概述：欢迎参加由Swapnil Saurav主讲的JMP软件综合培训课程！JMP是一款强大的统计分析工具，用户可以利用其探索与可视化数据、创建预测模型以及做出数据驱动的决策。在本课程中，您将学习如何利用JMP的各种功能和特点，从而分析来自不同领域和行业的数据。无论您是初学者还是经验丰富的用户，这门课程都旨在为您提供有效利用JMP所需的知识和技能。 课程内容将从介绍JMP界面开始，教您导航不同的菜单和窗口，并定制您的工作空间。接着，我们将讨论JMP的数据导入选项，包括从Excel、CSV文件和数据库导入数据。 随后，我们将探讨JMP的数据处理能力，如数据的排序、筛选和转换。您将学习如何创建和编辑公式，进行计算，识别数据中的缺失值或异常值。 一旦整理好数据集，我们将进入数据探索与可视化环节。您将发现如何创建信息丰富的图表和图形，并运用JMP丰富的统计工具进行基本和高级的统计分析。 课程还将覆盖JMP的基本预测建模内容，包括构建和评估回归模型、分类模型与决策树。您将学习如何选择合适的模型、评估其质量并解释结果。 此外，课程中还包括一个简短的统计模块，包括描述统计和推断统计，帮助您理解分析与模型背后的概念。 在培训结束时，您将具备使用JMP软件进行数据分析和可视化的坚实基础。无论您是研究者、分析师还是决策者，您在本课程中获得的技能将使您能够充分发挥数据的潜力，自信地做出数据驱动的决策。让我们开始探索JMP软件的惊人能力吧！
Hello. My name is Swapnil Saurav and I Welcome you to my comprehensive training course on JMP software! JMP is a powerful statistical analysis tool that provides users with the ability to explore and visualize data, create predictive models, and make data-driven decisions.Throughout this training, you will learn how to utilize the various features and functions of JMP to analyze data from a wide range of industries and disciplines. Whether you are a beginner or an experienced user, this course is designed to equip you with the knowledge and skills necessary to leverage JMP effectively.We will start by introducing you to the JMP interface, navigating the different menus and windows, and customizing your workspace to suit your needs. From there, we will delve into the various data import options available in JMP, including importing data from Excel, CSV files, and databases.Next, we will explore the data manipulation capabilities of JMP, such as sorting, filtering, and transforming data. You will learn how to create and edit formulas, perform calculations, and identify missing values or outliers in your data.Once you have a clean and organized dataset, we will move on to exploring and visualizing your data. You will discover how to create informative graphs, charts, and plots, as well as perform basic and advanced statistical analyses using JMP's extensive library of statistical tools.Additionally, we will cover the basics of predictive modeling in JMP, including building and evaluating regression models, classification models, and decision trees. You will learn how to select the appropriate model, assess its quality, and interpret the results.I have also included short module on statistics both descriptive and inferential types which will help you to understand the concepts behind the analytics and the models.By the end of this training, you will have a strong foundation in using JMP software for data analysis and visualization. Whether you are a researcher, analyst, or decision-maker, the skills acquired in this course will enable you to unlock the full potential of your data and make data-driven decisions with confidence.So let's dive in and start exploring the incredible capabilities of JMP software!
