AI, ML and Generative AI - for Managers and Business Leaders

About this course

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 AISupervised Learning, Unsupervised Learning & Reinforcement Learning in Machine Learning

Types of Data - Labelled Data & Unlabelled DataTypes of Data - Structured Data & Unstructured DataStages in Machine Learning

Overfitting & Underfitting

What is Natural Language Processing?

• How Artificial Neural Network works?
• Foundation Models, Large Language Models, Diffusion ModelsBasic of Deep Learning
• Multi-modal ModelsToken and Embedding in AIContext Window of a model
• Knowledge Cutoff of a model
• Hallucination
• Grounding and RAG in AIAll 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.

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