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所在平台: Udemy |
课程主页: https://www.udemy.com/course/hr-analytics-using-excel/
课程评论:没有评论
课程名称:使用MS Excel进行人力资源管理的HR分析 概述:本课程旨在通过实践的方式,帮助学员掌握使用MS Excel进行HR分析的技巧,以驱动商业决策。HR分析为企业人力资源管理提供科学支持,尤其适合HR经理,从统计和计算的角度解读分析内容。课程更新包括新的案例研究、数据分析视频以及如何将PDF格式的HR数据导入Excel进行分析的教学。 完成本课程后,您将能够: - 使用MS Excel创建和自动化HR指标的计算,制定适合您工作场所的HR分析技术; - 根据HR分析标准制作HR仪表板,理解在Excel中绘制的所有图表; - 实施简单和多元线性回归等预测机器学习模型,为实际的HR问题预测结果; - 使用Excel中的数据透视表、过滤和排序选项,提炼和总结HR数据的信息,制作吸引人的数据总结和仪表板,有效呈现HR的故事。 本课程适合人力资源经理、执行者以及希望将HR分析技术应用于实际问题的学生,教授的内容将为您打下坚实的基础。 为何选择本课程? - 重视实践案例的教学,每个部分都通过实例讲解理论和用例; - 提供逐步指导,帮助您在Excel中实现HR分析模型; - 附带可下载的Excel文件和课堂笔记供您复习和练习。 课程师资:由Abhishek(德里FMS MBA,罗尔基IIT B. Tech)和Pukhraj(阿哈迈达巴德IIM MBA,罗尔基IIT B. Tech)授课,他们在全球分析咨询公司任职,积累了丰富的分析解决方案经验。 课程内容概述: 1. 引言:了解课程结构和HR分析的关键术语。 2. MS Excel基础公式:学习热门Excel公式并自动计算HR指标。 3. 可视化和HR仪表板:创建HR数据的可视化分析。 4. 使用数据透视表进行数据总结:实现动态的部门HR数据仪表板。 5. 机器学习和统计基础:为无相关背景的学生介绍基本概念。 6. 数据预处理:准备数据进行分析的重要步骤。 7. 线性回归模型:学习如何预测HR指标并进行案例研究。 结束语:通过本课程,您将获得必要的HR分析和人力资源管理知识及技能,能在工作场所立刻看到实际收益。点击报名,期待您在课程中见面!
[May 2025 update]Added a video on the "Analyze Data" option in MS ExcelAdded a new case study related to HR KPI'sAdded new video on how to import HR related data from PDF format reports to Excel for analysisYou're looking for a complete course on understanding HR Analytics using Excel to drive business decisions, right?You've found the right HR Analytics using MS Excel course! HR analytics provides scientific support to decision-making concerning a firm's human resources. This course on HR analytics addresses the topic of HR analytics with a practical focus, focusing especially on demystifying analytics for Human Resource managers, from both statistical and computing point of view.After completing this course you will be able to:Use MS Excel to create and automate the calculation of HR metrics and devise HR analytics techniques in your workplaceMake HR Dashboards as per HR analytics standards and understand all the charts that you can draw in ExcelImplement predictive ML models such as simple and multiple linear regression to predict outcomes to real-world HR problems using HR analytics techniquesUse HR analytics tools like pivot tables filtering and sorting options in Excel to summarize and derive information out of the available HR datacreate appealing data summaries and dashboards to present the HR story in the most effective wayHow this course will help you?A Verifiable Certificate of Completion is presented to all students who undertake this HR Analytics: Strategies & Models in Excel course.If you are a Human Resources manager or an executive, or a student who wants to learn and apply HR analytics techniques to real-world problems of the HR business function, this course will give you a solid base for that by teaching you the most popular HR analytics models and how to implement HR analytics in MS Excel.Why should you choose this course?We believe in teaching by example. This course is no exception. Every Section's primary focus is to teach you the concepts through how-to examples. Each section has the following components:Theoretical concepts and use cases of different HR analytics modelsStep-by-step instructions on implementing HR analytics models in excelDownloadable Excel files containing data and solutions used in each lecture on HR analytics and Human Resource ManagementClass notes and assignments to revise and practice the concepts on HR analytics and Human Resource ManagementThe practical classes where we create the model for each of these strategies is something that differentiates this course from any other course available online.What makes us qualified to teach you?The course is taught by Abhishek (MBA - FMS Delhi, B. Tech - IIT Roorkee) and Pukhraj (MBA - IIM Ahmedabad, B. Tech - IIT Roorkee). As managers in the Global Analytics Consulting firm, we have helped businesses solve their business problem using Analytics and we have used our experience to include the practical aspects of HR analytics in this course.We are also the creators of some of the most popular online courses - with over 600,000 enrollments and thousands of 5-star reviews like these ones:This is very good, i love the fact the all explanation given can be understood by a layman - JoshuaThank you Author for this wonderful course. You are the best and this course is worth any price. - DaisyOur PromiseTeaching our students is our job and we are committed to it. If you have any questions about the course content, HR analytics tools, human resource management, practice sheet or anything related to any topic, you can always post a question in the course or send us a direct message.Download Practice files, take Quizzes, and complete AssignmentsWith each lecture, there are class notes attached for you to follow along. You can also take quizzes to check your understanding of concepts on HR analytics and human resource management. Each section contains a practice assignment for you to practically implement your learning on HR analytics and human resource management.What is covered in this course?The analysis of data is not the main crux of analytics. It is the interpretation that helps provide insights after the application of analytical techniques that makes analytics such an important discipline. We have used the most popular analytics software tool which is MS Excel. This will aid the students who have no prior coding background to learn and implement HR analytics concepts to actually solve real-world HR problems.Let me give you a brief overview of the coursePart 1 - IntroductionIn this section, we will learn about the course structure and the meaning of some key terms associated with HR Analytics.Part 2 - Essential MS Excel formulas and using them to calculate HR metricsIn this part, we will start with a tutorial on all the popular MS Excel formulas. Then we will see the implementation of these to calculate and automate the HR metrics. This is an important part of HR analytics of a human resource dataset. We also discuss a separate case study where we use Excel to calculate the average cost of external and internal hiring.Part 3 - Visualization in Excel and HR DashboardingIn this part, we will begin with a tutorial on all the popular charts and graphs that can be drawn in MS Excel. Then we will see the implementation of these to create visualize HR analytics of the available HR data. We also discuss a separate case study where we use Excel to build a department-wise demographic distribution of human resources.Part 4 - Data summarization using Pivot tablesIn this part, we will learn about several advanced topics in MS Excel such as Pivot tables, indirect functions, and also about data formatting. Then we will see the implementation of these to create beautiful summaries of HR analytics of the available HR data. We also discuss a separate case study where we use Excel to build a dynamic department wise demographic dashboard and format it to make it presentable.Part 5 - Basics of Machine Learning and StatisticsIn this part, we introduce the students to the basics of statistics and ML. This part is for students who have no background understanding of ML and statistics concepts.Part 6 - Preprocessing Data for ML modelsIn this section, you will learn what actions you need to take step by step to get the data and then prepare it for analysis these steps are very important. We start with understanding the importance of business knowledge then we will see how to do data exploration. We learn how to do uni-variate analysis and bivariate analysis then we cover topics like outlier treatment, missing value imputation, variable transformation, and correlation.Part 7 - Linear regression model for predicting metricsThis section starts with a simple linear regression and then covers multiple linear regression.We have covered the basic theory behind each concept without getting too mathematical about it so that you understand where the concept is coming from and how it is important. But even if you don't understand it, it will be okay as long as you learn how to run and interpret the result as taught in the practical lectures.We also look discuss an HR case study where we try to predict the CTC to be offered to new recruits basis their previous experience, past CTC, job location, and qualification.I am pretty confident that the course will give you the necessary knowledge and skills related to HR analytics and human resource management to immediately see practical benefits in your workplace.Go ahead and click the enroll button, and I'll see you in lesson 1 of this HR analytics course!CheersStart-Tech Academy