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所在平台: Udemy |
课程主页: https://www.udemy.com/course/automl-powerbi/
课程评论：没有评论
课程名称：完整的PowerBI课程与增强分析及自动机器学习 课程概述： 这门课程通过全面的内容介绍了Power BI在商业智能（BI）和增强分析的最新发展，涵盖了数据转化、DAX、数据模型、简单和复杂可视化、人工智能支持的可视化以及自动机器学习（Auto ML）。课程特别适合希望掌握Power BI或机器学习的学员，尽管没有预备知识的要求，但有Excel基础将更加有利。 近期更新： - 2023年6月：新增了关于聚类和分段的视频讲座 - 2022年11月：更新了使用DAX函数，如Calculate和Lookup - 2022年6月：增加了在Power BI环境中使用Python编程语言的案例研究 - 2022年5月：新增了关于本福德法则的案例研究（用于检测欺诈） - 2022年4月：增加了关于老龄化分析的案例研究 课程描述： 随着报告、分析和商业智能领域的不断演变，企业对分析的需求已经从简单的描述性和诊断性分析转向预测性和处方性分析，期待能够通过少量的操作实现对未来业务结果的预测。自动机器学习的兴起，使得预测分析得以民主化，用户只需简单的点击就能实现复杂的预测。 Power BI展示了如今商业智能领域的趋势，使得用户能够轻松地创建互动、易用的自助仪表板及自动化机器学习功能。课程中包含两个主要部分（Power BI和人工智能-机器学习），对这两个主题进行了详细的讲解，确保学习者能够全面掌握所需的知识和技能。
Recent Updates:June 2023: Added a video lecture on Clustering and SegmentationNov 2022: Updated the course with using DAX functions like Calculate and LookupJune 2022: Added a case study on using Python (programming language) in PowerBI environmentMay 2022: Added a case study on Benford Law (Benford law is used to detect fraud)April 2022: Added a case study on Ageing AnalysisCourse Description:In the last 50 years, the world of reporting, analytics and business intelligence (BI) has seen many of evolutions. The notable ones are the rise of self service BI and augmented analytics. Businesses are no longer content with descriptive or diagnostic analytics. The expectation for prescriptive and predictive analytics has become the new normal. Machine learning and Artificial Intelligence technology has also evolved significantly in the last decade and the notable evolution is the rise of Auto ML - the no code machine learning approaches. Auto ML has significantly democratized predictive analytics. End users can predict the future outcomes of businesses in a few (mouse) clicks.Power BI epitomizes the recent trends in business intelligence (BI) and augmented analytics for interactive, easy to use and self-serve dashboards & auto ML capabilities.This is a comprehensive course on Power BI covering the following:Data TransformationDAXData ModelsSimple & complex visualsAI enabled visualsAuto ML: Concepts and no code approaches to forecast futureThere are no pre-requisites for this course, although knowledge of excel would be advantageous.There are actually 2 courses (Power BI and AI - ML) in this course and both are covered in great detail. Whether your objective is to learn power bi or machine learning or both, this course will deliver the goods for you.
