Ai, Machine Learning & Genai In A Weekend - For Non-Coders
 

Learning all about Artificial Intelligence, Machine Learning and Generative AI - Beginners friendly way
What you'll learn
Basic of Artificial Intelligence , Machine Learning, Generative AI
Understand AI Fundamentals
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
Generative AI fundamentals
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
Requirements
Just the Interest to Learn
Description
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 othersDesigned for beginners with ZERO knowledge on AI. No Coding skill requiredThis 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 LearningTypes of Data - Labelled Data & Unlabelled DataTypes of Data - Structured Data & Unstructured DataStages in Machine LearningOverfitting & UnderfittingWhat is Natural Language Processing?How Artificial Neural Network works?Foundation Models, Large Language Models, Diffusion ModelsBasic of Deep LearningMulti-modal ModelsToken and Embedding in AIContext Window of a modelKnowledge Cutoff of a modelHallucinationGrounding and RAG in AIAll you need to know about Prompt EngineeringWho 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 AIStudents preparing for careers in technology and need basic understanding of AI
Who this course is for
Beginners who wants to learn AI, Machine Learning and Generative AI in Non-Technical Terms
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
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