People Data Analytics : Machine Learning For Human Resources

How to understand human processes integrated with data driven decision making which can be transformed into Automation

What you'll learn

How to Use Data for HR Decision making

Applying Machine learning algorithms to Business problems of HR

Managing Data projects in HR

They will Solve case studied as they study the course with the sample code given.

Requirements

No Programming Experience needed as you will learn everything from scratch including Downloading the system tools

Description

How Analytics and AI technologies are used in Human Resource Management to make data-driven decisions in Human Resource Management to improve business productivity and facilitate expansion plans using its own invested Human Capital.This course will give you an introductory view and help you design a plan of action to Machine learning procedures in your HR Unit within your organization as technology is only the furniture to help with business output and the blood of all technology process are data which requires understanding and testing for further uses.Human capital not only revolves around training and development but also how companies manage and upgrade their command structures for responsible business practices. Today with increasingly complex individualism behavioural trends spreading towards all labour resource units due to the globalization of policy managerial mechanisms of firms and organizations, the need for data has become vital for an employment business.Start-ups and Unicorn incubations are also creating new forms of employment cultures that have previously been unknown in conducting business thus using data analysis on labour inputs and outputs with the application of industry 4.0 technologies doing business have become far more complex as well as skill-based requiring constant training and development across all frontiers of labour markets.End of the day people analytics is about improving labor productivity using data-based decisions.

Overview

Section 1: Introduction

Lecture 1 Introduction to People Analytics

Lecture 2 Data Formats used in Human Resource Workflow

Section 2: Algorithmic Processes in HR

Lecture 3 Algorithmic Processes in Human Resource Data

Lecture 4 Types of Algorithms

Section 3: Data Governance in HR

Lecture 5 Ethics of Human Governance

Lecture 6 AI Ethics

Section 4: Smart Management with HR technologies

Lecture 7 Smart HR Management

Lecture 8 Application of AI in HR

Section 5: Machine Learning Tool Labs

Lecture 9 Machine learning With PowerBI

Lecture 10 Forecasting with Excel

Beginners in Data Science and Analytics,Anyone curious and eager to develop themselves into better professionals