HR Analytics - Workforce Management using R

Using erlang c formula to find out if and how many more agents does the bank need to maintain a good grade of service
3.81 (18 reviews)
Udemy
platform
English
language
Data & Analytics
category
instructor
HR Analytics - Workforce Management using R
122
students
3.5 hours
content
Apr 2020
last update
$39.99
regular price

Why take this course?

🚀 Course Title: HR Analytics - Workforce Management using R

🎓 Course Headline: Master Workforce Management with Erlang C Formula & R for Superior Service!


🎉 **Unlock the Potential of Your HR Skills with HR Analytics - Workforce Management using R! 🏢✨

Course Description:

Dive into the dynamic world of Human Resources Analytics where your expertise can shape a company's success by ensuring the right people are in the right place at the right time. As an HR professional or a business partner, you hold the key to optimal workforce management and customer satisfaction. This course is designed to equip you with the analytics prowess needed to handle complex workforce scenarios, especially in high-stress environments like customer care services.

What You Will Learn:

📈 Essentials of Workforce Management: Get acquainted with the fundamental concepts that form the backbone of effective HR management practices.

🛠️ Resource Management: Address the critical issue of employee shortages or surpluses by analyzing call volume data and optimizing staff schedules to prevent customer dissatisfaction and abandonment due to long waiting times.

📊 Erlang C Formula Mastery: Learn how to utilize the Erlang C formula within Rstudio to predict the optimal number of employees required at any given time, ensuring a high grade of service is maintained.

⚙️ Practical Application in R: Put your knowledge into action by applying statistical models and R programming to solve real-world HR problems step-by-step.

🔍 Data Preparation & Exploration: Gain proficiency in preparing and exploring data to uncover insights that can drive strategic workforce decisions.

📊 Feature Engineering Techniques: Learn advanced techniques to extract and engineer meaningful features from your data, revealing the deeper insights essential for informed decision-making.

Course Structure:

  1. Introduction to Workforce Management: Get an overview of the importance of effective workforce management in meeting customer expectations.

  2. Understanding Erlang C Formula: Learn how the Erlang C formula is used to calculate the required number of agents for optimal service levels in call centers and customer service environments.

  3. Rstudio & HR Analytics: Discover how Rstudio can be leveraged for performing HR analytics, particularly focusing on predicting workforce needs.

  4. Data Preparation & Exploration: Understand the critical steps of data preparation and explore strategies to identify key patterns in your dataset.

  5. Feature Engineering Techniques: Learn how to engineer features that can significantly improve the accuracy and applicability of your HR analytics models.

  6. Applying 'Anatomy of a Statistical Model': Step through the process of constructing a statistical model from scratch, applying it to a real-world HR problem within the context of workforce management.

  7. Case Study & Practical Exercise: Engage with a case study that allows you to apply what you've learned in a practical setting, solving an HR business problem and demonstrating your mastery over the subject matter.

Why This Course?

This course is not just another analytics program; it's a comprehensive guide to mastering workforce management within the realm of Human Resources. By the end of this course, you will be equipped with the tools, techniques, and insights needed to drive strategic HR initiatives that directly contribute to customer satisfaction and company performance.

📅 Enroll Now & Transform Your HR Analytics Skills! 🚀


Whether you're an HR professional looking to refine your analytical skills or a business partner aiming to enhance workforce management, this course is tailor-made to meet your needs. Don't miss out on the opportunity to leverage cutting-edge analytics and R programming to make informed decisions that will have a lasting impact on your organization's success. Enroll in HR Analytics - Workforce Management using R today and take the first step towards becoming an HR analytics expert! 🌟

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2596672
udemy ID
08/10/2019
course created date
22/11/2019
course indexed date
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course submited by
HR Analytics - Workforce Management using R - | Comidoc