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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-and-artificial-intelligence-in-power-bi/
课程评论：没有评论
**课程名称：** Power BI 中的机器学习与人工智能 **课程概述：** 本课程是一门全面且深入的实践课程，旨在教授学员如何在 Power BI 中运用机器学习（ML）与人工智能（AI）技术。Power BI 作为顶尖的商业智能工具，广泛应用于数据可视化领域。通过集成 Python 和 ML 模型，Power BI 能够实现高级和预测性分析。 **课程内容：** 本课程将指导您掌握 Power BI 的 AI 功能，并学习如何将 Python ML 模型集成到 Power BI 中。您还将学习 ML 的基本原理，以及如何通过 AutoML 和低代码 ML 技术开发模型。课程将系统性地讲解 Power BI 的各项功能，并提供专业技巧。 **关键学习目标：** * **Power BI 基础：** 学习连接数据源、熟悉软件界面、应用筛选器等 Power BI 基础操作。 * **AI 图表应用：** 掌握 Q&A、关键影响因素、分解树等 Power BI 内置 AI 图表的使用。 * **高级分析：** 探索 Power BI 的高级分析能力。 * **机器学习基础：** 掌握 ML 的核心概念。 * **Python 环境配置：** 学习 Python 的安装及其与 Power BI 的同步。 * **AutoML 与 Pycaret：** 学习使用 Python 的 Pycaret 库进行 AutoML。 * **模型集成：** 将 ML 模型集成到 Power BI 仪表板。 * **Python in Power BI 应用：** * 回归模型 * 分类模型 * 聚类模型 **学习成果：** 完成课程后，您将能够从零开始在 Power BI 仪表板中应用高级分析和机器学习技术，并有信心将所学知识应用于您自己的项目中。 **附加资源：** * 《Power BI 高级数据分析》PDF 电子书 * 可下载的 Power BI 项目文件 * 实践练习和测验 * Power BI 资源（如速查表和摘要） * 一对一专家支持 * 课程问答论坛
If you're looking for a hands-on, comprehensive, and advanced course to learn Machine Learning and Artificial Intelligence in Power BI, you've come to the right place.Power BI has become one of the best Business Intelligence tools and one of the most widespread data visualization tool among data professionals. In addition, with the integration of Python and Machine Learning models, it can be used for advanced and predictive analytics.In this course, we will teach you to use Power BI artificial intelligence features and to integrate Python Machine Learning models in Power BI. You will also learn the fundamentals of Machine Learning and how to develop models, with autoML and low code machine learning.To do this, we'll guide you through Power BI functionalities, sharing clear explanations and helpful proffesional tips. We will follow a constant and systematic progression, dividing the course into those KEY OBJECTIVES:Power BI fundamentals. Here we are going to learn the fundamentals of Power BI: connecting a data source, the program interface, adding filters, and more.Artificial intelligence charts like Q & A, key influencing factors or decomposition trees.Advanced analyticsMachine Learning FundamentalsPython installation and synchronization with Power BIAutoML Fundamentals with Python and PycaretIntegration of models in Power BIRegression models with Python in Power BIClassification models with Python in Power BIClustering models with Python in Power BIBy the end of the project, you will not only have applied advanced analytics and machine learning techniques from scratch in Power BI dashboards, but also you will have gained the knowledge and confidence to apply those concepts to your own projects.For those who want to learn quickly with hands-on projects, join today and get immediate and lifetime access to the following:Advanced Data Analytics in Power BI eBook in PDFDownloadable Power BI project filesPractical exercises and quizzesPower BI resources like: Cheatsheets and summaries1-on-1 expert supportCourse questions and answers forumSee you there!
