AI & Machine Learning for Managers & Non-Tech Professionals

Learn AI & Machine Learning concepts in simple language with business use cases, strategy, ethics & real-world examples

What you’ll learn
✓ Build AI literacy required for modern managers and business leaders.
✓ Understand key ML concepts like regression, classification, and clustering through real business examples
✓ Evaluate and participate confidently in AI-driven business decisions and discussions.
✓ Recognize AI risks, bias, ethical challenges, and develop responsible AI adoption strategies.

Requirements
● No technical background required — concepts are explained in simple language.
● No prior knowledge of Artificial Intelligence or Machine Learning is required.
● Interest in business strategy, innovation, or digital transformation.
● No programming or coding experience is needed.
● Curiosity to understand how AI is transforming businesses and careers.

Description
Artificial Intelligence is transforming every industry — from finance and marketing to HR and strategy.

But most AI courses are too technical.

This course is different.

Designed specifically for MBA students, managers, entrepreneurs, and non-technical professionals, this course explains AI and Machine Learning in simple language using real business examples.

What You’ll Learn

1. Data Mining Concepts

2. Understanding Supervised & Unsupervised Learning

3. Regressions – Simple Linear Regression, Multiple Linear Regression & Logistics Regression

4. KNN neighbour & Decision Tree

5. Random Forest, Boosting & Lift Charts

6. Principal Component Analysis

7. Clustering Methods – Hierarchical Clustering, K mean Clustering & DB Scan Method

8. Recommendation System -Association Rule Mining & Collaborative Filtering

9. Text Analytics -Sentiment Analysis & Topic Modelling

10. Understanding Neural Networks

11. Concept of Language Models

12. AI Agents & Agentic AI

13. Issues with AI & it’s Future Challenges

Who this course is for
■ MBA students and business school learners who want to understand AI without technical complexity.
■ Aspiring business leaders who want AI literacy as a strategic advantage.
■ Managers, team leads, and working professionals who want to make AI-informed business decisions.
■ Non-technical professionals who feel left out of AI conversations.
■ Consultants and business analysts who want to confidently discuss AI use cases with clients.
■ Anyone who wants to understand AI from a business perspective rather than a coding perspective.

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