AI, ML and Generative AI - for Managers and Beginners

Learn  Artificial Intelligence, Machine Learning and Generative AI in the simplest possible way. Make yourself AI aware. End of this course, you will be in a position to speak AI with others

Designed for beginners with ZERO knowledge on AI.

No Coding skill required

This course is designed to cover everything about AI in a high level. It covers all the key concept of AI in a beginners friendly manner with easy to understand examples.

You will Learn:

• Fundamental of Artificial Intelligence, Machine Learning and Generative AI

• Concept of machine learning and its relation to AI

• Supervised Learning,  Unsupervised Learning & Reinforcement Learning in Machine Learning

• Types of Data - Labelled Data & Unlabelled Data

• Types of Data - Structured Data & Unstructured Data

• Stages in Machine Learning

• Overfitting & Underfitting

• What is Natural Language Processing?

• How Artificial Neural Network works?

• Foundation Models, Large Language Models, Diffusion Models

• Basic of Deep Learning

• Multi-modal Models

• Token and Embedding in AI

• Context Window of a model

• Knowledge Cutoff of a model

• Hallucination

• Grounding and RAG in AI

• All you need to know about Prompt Engineering

Who Should Take This Course?

This course is designed for anyone interested in learning about AI, including:

• Beginners who wants to understand AI without coding.

• IT Engineers and IT Managers who is working with AI or planning to work with AI

• Students preparing for careers in technology and need basic understanding of AI