Applied HR (People-) Analytics Certificate Course

BY
Udemy

Learn the functionalities of data science and machine learning for people analytics.

Mode

Online

Fees

₹ 1199

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

People analytics is a statistical approach to managing employees at work. People analytics, also known as HR analytics, workforce analytics, or talent analytics, is concerned with analyzing problematic situations and using data to answer pertinent questions about the organization. The CCG School of Applied Learning - an education provider has designed the Applied HR (People-) Analytics Certificate Course online certification, which is presented by Udemy.

Applied HR (People-) Analytics Certificate Course online training contains 5 hours of comprehensive lessons accompanied by 3 articles, 3 downloadable resources, and assessments that focus on teaching learners how to comprehend and implement statistical data and data science to resolve issues and attract valid inferences in an organizational setting. Applied HR (People-) Analytics Certificate Course syllabus cover topics like retention analytics, data preprocessing, data analytics, business intelligence, machine learning, and data science.

The highlights

  • Certificate of completion
  • Self-paced course
  • 5 hours of pre-recorded video content
  • 3 articles 
  • 3 downloadable resources
  • Assessments

Program offerings

  • Online course
  • Learning resources
  • 30-day money-back guarantee
  • Unlimited access
  • Accessible on mobile devices and tv

Course and certificate fees

Fees information
₹ 1,199
certificate availability

Yes

certificate providing authority

Udemy

What you will learn

Human resource management Tableau knowledge Data science knowledge Machine learning

After completing the Applied HR (People-) Analytics Certificate Course online training, learners will acquire a basic understanding of the principles of human resource management for operations like people analytics and HR analytics. In this HR analytics course, learners will explore the concepts involved with retention analytics and employee engagement as well as will acquire the skills to develop probabilistic neural network models. In this people analytics course, learners will study about fundamentals of data science, machine learning, data analytics, data preprocessing, and business intelligence using programs like tableau and KNIME.

The syllabus

Introduction to HR-Analytics

  • Overview of the HR-Analytics Course
  • Using Analytics to Plan the Workforce: Part 1
  • Using Analytics to Plan the Workforce: Part 2
  • Talent-Sourcing using Analytics: Part 1
  • Talent-Sourcing using Analytics: Part 2
  • Talent-Sourcing using Analytics: Part 3
  • Analytics in Talent Acquisition or Hiring
  • What is Onboarding?
  • How to do Onboarding Analytics?
  • How and why to implement Analytics to boost Engagement?

Introduction

  • What is Data-Science?
  • How to do a Data-Science Project step-by-step?
  • What is Machine Learning?
  • Getting started with People (HR-) Analytics.
  • 5 easy steps: How to implement Data-Analytics for Human Resources?
  • How to download Tableau and KNIME Analytic Platform
  • Basics of Statistics within 5 minutes [BONUS]: Audio Podcast
  • Basics of Statistics [BONUS]
  • Understanding the Business [BONUS]

Data Pre-Processing

  • What is Data?
  • How to Acquire Data?
  • What is Data-Preprocessing?
  • How to spot and remove outliers using Knowledge-based rule system?
  • How to spot and remove outliers using Statistic-based detection system?
  • How to fix errors in nominal variables?
  • How to spot missing values with Excel Spreadsheet?
  • How to detect missing values with KNIME?
  • How to fix missing values with Excel Spreadsheet and KNIME?
  • Dimensional Reduction: Feature Selection
  • Dimensional Reduction: Feature Generation

Building the Models, Analysing the Data, and Deploying the models..

  • Acquisition/Hiring Analytics: Building a Probabilistic Neural Network Model
  • Employee Engagement
  • Onboarding, and Performance Analytics: Building Regression Models (Linear+Poly)
  • Employee Churn and Retention Analytics: Exploring the data
  • Employee Churn and Retention Analytics: Building a Decision Tree Model
  • Final Assessment

Trending Courses

Popular Courses

Popular Platforms

Learn more about the Courses

Download the Careers360 App on your Android phone

Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

Careers360 App
150M+ Students
30,000+ Colleges
500+ Exams
1500+ E-books