No-Code AI for MBA Professionals: Master 8 Capstone Projects
About Course
This course, “No-Code AI for MBA Professionals: Master 8 Capstone Projects,” is designed to empower management professionals with AI-driven decision-making skills—without the need for programming expertise. Through an intuitive approach, learners will explore real-world AI applications across multiple business domains, gaining hands-on experience with Altair RapidMiner AI Studio, a leading no-code AI platform. The curriculum covers fundamental AI concepts, industry applications, and practical capstone projects in areas like Finance, HR, Marketing, Operations, IT, International Business, Supply Chain, and Healthcare Management. With a structured, step-by-step methodology, participants will analyze data, develop AI models, and evaluate predictions, enabling them to harness AI for strategic business insights. This course is ideal for professionals who want to leverage AI for business transformation without delving into complex coding. Get ready to explore the future of AI-driven management in a practical, business-oriented way! 🚀
What Will You Learn?
- This course, "No-Code AI for MBA Professionals: Master 8 Capstone Projects," is designed to equip management professionals with practical AI skills—without requiring coding expertise. You will learn how to leverage AI for business insights across multiple domains, using Altair RapidMiner AI Studio, a leading no-code AI platform.
- Throughout the course, you will:
- ✅ Understand AI Fundamentals – Explore core concepts, including Machine Learning, Deep Learning, and Data Science, with a focus on their industry applications.
- ✅ Discover No-Code AI Platforms – Learn about various AI-powered tools that enable businesses to automate and optimize decision-making without coding.
- ✅ Work Hands-on with Altair RapidMiner AI Studio – Gain step-by-step experience in data processing, model development, and AI-driven insights.
- ✅ Master Business-Specific AI Applications – Apply AI to real-world scenarios in Finance, HR, Marketing, Operations, IT, Supply Chain, International Business, and Healthcare Management.
- ✅ Develop 8 Capstone Projects – Build AI-powered solutions that analyze data, predict trends, and support strategic business decisions in diverse domains.
- ✅ Enhance Decision-Making with AI – Learn how AI can improve operational efficiency, reduce risks, optimize processes, and drive business innovation.
- ✅ Extend Learning Beyond the Course – Gain insights into emerging AI trends and how no-code AI can shape the future of business strategy.
- By the end of this course, you will be confidently using AI-driven insights to improve business outcomes—without needing advanced technical expertise. 🚀
Course Content
Introduction
Introduction
AI around us
AI around us
-
AI around us – Part-1
00:00 -
AI around us – Part-2
15:03 -
AI in Industry – How it works
09:07
Exploring Artificial Intelligence
Exploring Artificial Intelligence
-
What is AI?
07:00 -
Narrow Vs General Vs Super AI
12:14 -
Machine Learning and its Types
12:17 -
Popular Industry Use Cases of Machine Learning
05:59 -
Deep Learning and its Industry Applications
06:17 -
Data Science and its Industry Applications
05:18 -
AI in Nutshell
06:37 -
Dispelling Myths about AI
00:00
Understanding No-Code AI
Understanding No-Code AI
-
Introduction to No-Code AI
00:00 -
Popular No-Code AI Platforms
00:00
Getting Started with Altair RapidMiner AI Studio
Getting Started with Altair RapidMiner AI Studio
-
Step-by-Step Installation
07:04 -
Understanding the Interface
09:24 -
Getting Started with the Platform
06:53 -
Importing Data into the Platform
06:27
Working with Altair RapidMiner AI Studio
Working with Altair RapidMiner AI Studio
-
Data Management: Handling Missing Values
06:23 -
Data Normalization: Detecting and Managing Outliers
06:28 -
Filtering Techniques: Refining Data Selection
04:07 -
Dataset Integration: Merging Data Sources for Insights
03:49 -
Data Aggregation: Blending Data for Analysis
03:49 -
Feature Engineering: Data Attributes
03:27 -
Discretization Strategies: Enhancing Data Representation
05:14 -
My First No-Code AI Project
05:32
AI Applications in Finance Management
AI Applications in Finance Management
-
Risk Assessment and Management
00:00 -
Algorithmic Trading
02:47 -
Fraud Detection
02:30 -
Personalized Financial Advice
00:00 -
Financial Report Generation
02:41 -
Customer Support Chatbots
02:25 -
Accounting Automation
02:11 -
Market Analysis
02:37 -
Loan Underwriting
02:13 -
Portfolio Optimization
02:46
No-Code AI Capstone Project in Finance Management
No-Code AI Capstone Project in Finance Management
-
Introduction: Understanding the Problem Statement
03:13 -
Project Context: Establishing the Background
01:59 -
Objectives and Outcomes: Defining Project Goals
04:00 -
Data Exploration: Initial Dataset Analysis
04:04 -
Implementation Strategy: Step-by-Step Approach
04:08 -
Dataset Integration: Importing the Data
02:53 -
Exploratory Data Analysis: Navigating the Data Landscape
00:00 -
Data Refinement: Cleaning and Organizing
02:49 -
Data Preparation: Preprocessing for Analysis
05:53 -
Model Training: Developing the Predictive System
00:00 -
Model Evaluation: Assessing Performance
04:28 -
Outcome Assessment: The Result and Performance Analysis
00:00 -
Key Learnings: Extending Knowledge from the Project
01:47
AI Applications in HR Management
AI Applications in HR Management
-
Talent Acquisition
02:27 -
Employee On-Boarding
02:55 -
Performance Management
00:00 -
Employee Engagement
00:00 -
Learning and Development
02:55 -
Workforce Planning
02:48 -
Diversity and Inclusion
00:00 -
Employee Wellness Programs
02:42 -
Compensation and Benefits Management
02:53 -
Employee Exit Management
00:00
No-Code AI Capstone Project in HR Management
No-Code AI Capstone Project in HR Management
-
Introduction: Understanding the Problem Statement
02:35 -
Project Context: Establishing the Background
02:28 -
Objectives and Outcomes: Defining Project Goals
04:47 -
Data Exploration: Initial Dataset Analysis
04:31 -
Implementation Strategy: Step-by-Step Approach
04:05 -
Dataset Integration: Importing the Data
02:45 -
Exploratory Data Analysis: Navigating the Data Landscape
04:32 -
Data Refinement: Cleaning and Organizing
02:14 -
Data Preparation: Preprocessing for Analysis
00:00 -
Model Training: Developing the Predictive System
00:00 -
Model Evaluation: Assessing Performance
03:57 -
Outcome Assessment: The Result and Performance Analysis
03:24 -
Key Learnings: Extending Knowledge from the Project
02:01
AI Applications in Marketing Management
AI Applications in Marketing Management
-
Customer Segmentation
02:19 -
Personalized Marketing
02:33 -
Market Predictive Analytics
02:32 -
Personalized Content Generation
02:23 -
Chatbots and Virtual Assistants
02:41 -
Lead Scoring
02:23 -
Campaign Optimization
02:24 -
Social Media Management
02:31 -
E-Mail Marketing Automation
02:27 -
Market Forecasting
02:35
No-Code AI Capstone Project in Marketing Management
No-Code AI Capstone Project in Marketing Management
-
Introduction: Understanding the Problem Statement
02:31 -
Project Context: Establishing the Background
01:50 -
Objectives and Outcomes: Defining Project Goals
03:53 -
Data Exploration: Initial Dataset Analysis
03:00 -
Implementation Strategy: Step-by-Step Approach
03:21 -
Dataset Integration: Importing the Data
03:12 -
Exploratory Data Analysis: Navigating the Data Landscape
00:00 -
Data Refinement: Cleaning and Organizing
00:00 -
Data Preparation: Preprocessing for Analysis
03:39 -
Model Training: Developing the Predictive System
06:34 -
Model Evaluation: Assessing Performance
02:45 -
Outcome Assessment: The Result and Performance Analysis
03:06 -
Key Learnings: Extending Knowledge from the Project
03:17
AI Applications in Operations Management
AI Applications in Operations Management
-
Demand Forecasting
02:31 -
Supply Chain Optimization
02:28 -
Predictive Maintenance
02:16 -
Quality Control
02:20 -
Inventory Management
02:26 -
Production Scheduling
02:20 -
Logistics Optimization
02:35 -
Supplier Management
02:20 -
Process Automation
02:21
No-Code AI Capstone Project in Operations Management
No-Code AI Capstone Project in Operations Management
-
Introduction: Understanding the Problem Statement
02:42 -
Project Context: Establishing the Background
02:07 -
Objectives and Outcomes: Defining Project Goals
04:10 -
Data Exploration: Initial Dataset Analysis
02:26 -
Implementation Strategy: Step-by-Step Approach
03:17 -
Dataset Integration: Importing the Data
03:25 -
Exploratory Data Analysis: Navigating the Data Landscape
04:44 -
Data Refinement: Cleaning and Organizing
00:00 -
Data Preparation: Preprocessing for Analysis
04:10 -
Model Training: Developing the Predictive System
06:38 -
Model Evaluation: Assessing Performance
02:31 -
Outcome Assessment: The Result and Performance Analysis
03:20 -
Key Learnings: Extending Knowledge from the Project
03:03
AI Applications in IT Management
AI Applications in IT Management
-
Cyber Security
02:28 -
Network Monitoring
02:20 -
IT Helpdesk Support
02:26 -
Predictive Maintenance
00:00 -
Incident Management
02:27 -
Data Management
00:00 -
Software Development
02:31 -
Cloud Management
00:00 -
User Behaviour Analytics
02:36 -
IT Asset Management
02:21
No-Code AI Capstone Project in IT Management
No-Code AI Capstone Project in IT Management
-
Introduction: Understanding the Problem Statement
02:38 -
Project Context: Establishing the Background
02:29 -
Objectives and Outcomes: Defining Project Goals
03:58 -
Data Exploration: Initial Dataset Analysis
02:56 -
Implementation Strategy: Step-by-Step Approach
03:38 -
Dataset Integration: Importing the Data
00:00 -
Exploratory Data Analysis: Navigating the Data Landscape
00:00 -
Data Refinement: Cleaning and Organizing
00:00 -
Data Preparation: Preprocessing for Analysis
00:00 -
Model Training: Developing the Predictive System
00:00 -
Model Evaluation: Assessing Performance
02:18 -
Outcome Assessment: The Result and Performance Analysis
04:00 -
Key Learnings: Extending Knowledge from the Project
02:22
AI Applications in International Business Management
AI Applications in International Business Management
-
Market Entry Strategy
02:26 -
Global Supply Chain Management
02:20 -
Cross Cultural Communication
02:54 -
International Marketing
02:01 -
Regulatory Compliance
02:49 -
Currency Exchange Management
02:18 -
Talent Acquisition and Management
02:43 -
Multi-Lingual Customer Support
02:30 -
Risk Management
02:37 -
Cross Border E-Commerce
02:52
No-Code AI Capstone Project in International Business Management
No-Code AI Capstone Project in International Business Management
-
Introduction: Understanding the Problem Statement
03:04 -
Project Context: Establishing the Background
02:18 -
Objectives and Outcomes: Defining Project Goals
04:55 -
Data Exploration: Initial Dataset Analysis
03:26 -
Implementation Strategy: Step-by-Step Approach
04:25 -
Dataset Integration: Importing the Data
03:06 -
Exploratory Data Analysis: Navigating the Data Landscape
04:43 -
Data Refinement: Cleaning and Organizing
02:28 -
Data Preparation: Preprocessing for Analysis
05:44 -
Model Training: Developing the Predictive System
04:56 -
Model Evaluation: Assessing Performance
02:29 -
Outcome Assessment: The Result and Performance Analysis
04:23 -
Key Learnings: Extending Knowledge from the Project
03:14
AI Applications in Supply Chain Management
AI Applications in Supply Chain Management
-
Demand Forecasting
02:40 -
Inventory Optimization
02:24 -
Supplier Selection and Management
02:38 -
Predictive Maintenance
02:33 -
Route Optimization
02:22 -
Warehouse Automation
02:25 -
Logistics Planning
02:32 -
Quality Control
02:21 -
Risk Management
02:18 -
End-to-End Visibility
02:33
No-Code AI Capstone Project in Supply Chain Management
No-Code AI Capstone Project in Supply Chain Management
-
Introduction: Understanding the Problem Statement
04:25 -
Project Context: Establishing the Background
02:02 -
Objectives and Outcomes: Defining Project Goals
05:00 -
Data Exploration: Initial Dataset Analysis
02:40 -
Implementation Strategy: Step-by-Step Approach
03:45 -
Dataset Integration: Importing the Data
03:32 -
Exploratory Data Analysis: Navigating the Data Landscape
00:00 -
Data Refinement: Cleaning and Organizing
00:00 -
Data Preparation: Preprocessing for Analysis
04:52 -
Model Training: Developing the Predictive System
04:38 -
Model Evaluation: Assessing Performance
02:28 -
Outcome Assessment: The Result and Performance Analysis
03:05 -
Key Learnings: Extending Knowledge from the Project
03:29
AI Applications in Healthcare Management
AI Applications in Healthcare Management
-
Predictive Analytics for Patient Care
03:20 -
Medical Imaging and Diagnostics
03:15 -
Virtual Health Assistants
00:00 -
Electronic Health Records (EHR) Management
03:01 -
Telemedicine
02:54 -
Drug Discovering and Development
00:00 -
Personalized Medicine
03:00 -
Hospital Operational Efficiency
02:50 -
Remote Patient Monitoring
03:00 -
Fraud Detection and Prevention
02:48
No-Code AI Capstone Project in Healthcare Management
No-Code AI Capstone Project in Healthcare Management
-
Introduction: Understanding the Problem Statement
03:00 -
Project Context: Establishing the Background
02:40 -
Objectives and Outcomes: Defining Project Goals
04:45 -
Data Exploration: Initial Dataset Analysis
02:07 -
Implementation Strategy: Step-by-Step Approach
04:18 -
Dataset Integration: Importing the Data
03:49 -
Exploratory Data Analysis: Navigating the Data Landscape
02:45 -
Data Refinement: Cleaning and Organizing
02:23 -
Data Preparation: Preprocessing for Analysis
06:19 -
Model Training: Developing the Predictive System
06:45 -
Model Evaluation: Assessing Performance
03:06 -
Outcome Assessment: The Result and Performance Analysis
03:01 -
Key Learnings: Extending Knowledge from the Project
01:48
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