Optimize talent management with intelligent, no-code AI tools

What you'll learn

Comprehensive Knowledge: Participants will understand AI concepts and their applications in the HR industry.

Practical Skills: Learners will be adept at using Altair RapidMiner AI Studio to build and deploy AI models without coding.

Project Implementation: Participants will complete a capstone project, demonstrating their ability to apply no-code AI tools in real-world HR scenarios.

Improved Decision-Making: Enhanced analytical and decision-making skills through the practical application of AI techniques in HR.

Industry Readiness: Graduates will be equipped with the knowledge and skills required to leverage AI in HR management roles effectively.

Requirements

No programming skills are required. Just strong HR management skills will be enough.

Description

This course is specifically designed for HR management professionals who want to harness AI's transformative power without requiring advanced coding expertise. As AI continues to redefine industries, human resource management is undergoing a significant shift—one that enhances recruitment, employee engagement, and talent development through data-driven decision-making.You will begin by exploring how AI seamlessly integrates into everyday life, shaping industries globally, including HR. Through real-world case studies, you'll discover how top companies leverage AI to automate hiring processes, predict employee performance, personalize training programs, and improve workplace culture.The course provides a solid foundation in AI concepts, ensuring that HR professionals understand how to apply No-Code AI solutions effectively in their roles. You'll progress to mastering the complete AI project life cycle, equipping you with the ability to implement AI-driven HR strategies efficiently.Engage in hands-on training using Altair RapidMiner AI Studio, a powerful No-Code AI platform that simplifies complex HR analytics, decision-making processes, and workflow automation.The journey culminates in a capstone project, enabling you to design and implement an end-to-end AI-powered HR solution. By the end of the course, you will possess practical expertise in No-Code AI for HR management, making you a valuable asset in modern HR strategy, data-driven recruitment, and workforce optimization.This structured learning approach ensures you stay ahead in the evolving HR landscape, utilizing AI to drive efficiency, innovation, and strategic growth within organizations.

Overview

Section 1: Introduction

Lecture 1 Why take this course?

Lecture 2 Course Objectives and Expected Outcomes

Section 2: AI around us

Lecture 3 AI around us - Part-1

Lecture 4 AI around us - Part-2

Lecture 5 AI in industry: How it works

Section 3: AI Industry Applications in HR Management

Lecture 6 Talent Acquisition

Lecture 7 Employee Onboarding

Lecture 8 Performance Management

Lecture 9 Employee Engagement

Lecture 10 Learning and Development

Lecture 11 Workforce Planning

Lecture 12 Diversity and Inclusion

Lecture 13 Employee Wellness Programs

Lecture 14 Compensation and Benefits Management

Lecture 15 Employee Exit Management

Section 4: Exploring Artificial Intelligence

Lecture 16 What is AI?

Lecture 17 Narrow Vs General Vs Super AI

Lecture 18 Machine Learning and its types

Lecture 19 Popular Industry Use Cases of Machine Learning

Lecture 20 Deep Learning & its Industry Applications

Lecture 21 Data Science & its Industry Applications

Lecture 22 AI in Nutshell

Lecture 23 Dispelling Myths about AI

Section 5: Understanding No-Code AI

Lecture 24 Introduction to No-Code AI

Lecture 25 Popular No-Code AI Platforms

Section 6: Getting started with Altair RapidMiner AI Studio

Lecture 26 Step-by-Step Installation

Lecture 27 Understanding the Interface

Lecture 28 Getting Started with the Platform

Lecture 29 Importing Data into the Platform

Section 7: Working with Altair RapidMiner AI Studio

Lecture 30 Data Management: Handling Missing Values

Lecture 31 Data Normalization: Detecting and Managing Outliers

Lecture 32 Filtering Techniques: Refining Data Selection

Lecture 33 Dataset Integration: Merging Data Sources for Insights

Lecture 34 Data Aggregation: Blending Data for Analysis

Lecture 35 Feature Engineering: Data Attributes

Lecture 36 Discretization Strategies: Enhancing Data Representation

Lecture 37 My First No-Code AI Project

Section 8: No-Code AI Capstone Project - Project Framework & Overview

Lecture 38 Project Prelude: Unravelling the Problem Statement

Lecture 39 Setting the Context: Unveiling the Project Background

Lecture 40 Project Objectives and Expected Outcomes

Lecture 41 Data Discovery Journey: Exploring the Dataset

Lecture 42 Project Implementation Approach: Understanding Project Step-by-Step

Section 9: No-Code AI Capstone Project - Hands-on Implementation

Lecture 43 Hands-on Data Dive: Importing the Dataset

Lecture 44 Hands-on EDA Essentials: Navigating the Data Landscape

Lecture 45 Hands-on Tidy-up: Mastering Data Cleaning

Lecture 46 Hands-on Readiness: Mastering Data Preprocessing

Lecture 47 Hands-on Learning: Training the Prediction Model

Lecture 48 Hands-on Evaluation: Testing the Prediction Model

Lecture 49 Hands-on Spotlight on Outcome: The Result and Performance Analysis

Lecture 50 Hands-on Insights: Extending the project learnings

HR Management Students & Recent Graduates - Ideal for individuals pursuing degrees in human resource management or related fields who wish to gain cutting-edge AI skills without a programming background.,HR Managers & Team Leaders - Designed for mid-level HR professionals who oversee recruitment, employee engagement, and performance management, and want to integrate AI-driven strategies into their daily operations.,Talent Acquisition & Employee Relations Specialists - Suitable for professionals focused on streamlining recruitment processes, improving candidate experiences, and enhancing employee relations through data-driven insights.,Emerging HR Leaders & Non-Technical Managers - Perfect for aspiring HR leaders from non-technical backgrounds who are eager to leverage no-code AI tools to drive strategic HR initiatives and digital transformation.,Senior HR Executives (e.g., CHROs, HR Directors) - Beneficial for top-level HR decision-makers aiming to implement scalable AI solutions that improve overall HR efficiency and enable informed leadership across the organization.