Free Download Udemy - No-Code Ai For Hr Management
Published 5/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.33 GB | Duration: 5h 9m
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.
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