AI Fundamentals – Valuehub University

Overview

This course covers everything from AI basics to advanced concepts like LLMs, RAG, and Agentic AI, making it a complete learning path.

What You’ll Learn?

Understand AI, ML, Deep Learning, and Generative AI.

Learn how Large Language Models (LLMs) work.

Explore RAG (Retrieval-Augmented Generation) concepts.

Understand AI Agents and modern AI architectures.

Learn prompt engineering & optimization techniques.

Understand NLP, NLU, NLG concepts.

Explore AI integrations (APIs, MCP, gRPC).

Identify AI limitations, failures & ethical concerns.

Stay updated with future AI trends and innovations.

Requirements

Basic computer knowledge.

Interest in learning modern technologies.

No prior AI knowledge required (beginner-friendly).

Focus on understanding concepts, not just definitions.

By

Valuehub

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AI Fundamentals

Category:

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AI & Automation

0

0

Enrollments

Level

Beginner

Time to Complete:

7 hours 3 minutes

Lessons:

40

Certificate:

Yes

One-time for 1 person

Free

Syllabus Overview

40

Lessons

0

Quizzes

0

Tasks

0

Resources

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AI Fundamentals & Basics

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Understanding AI Concepts: Machine Learning, Gen AI, NLP, & More

06:21

A Brief History of AI: From Machine Learning to Gen AI to Agentic AI

12:54

AI, Machine Learning, Deep Learning and Generative AI

10:01

AI vs Machine Learning

05:49

What are Generative AI models

08:47

Artificial Intelligence – Are We There Yet

07:08

What is Machine Learning

08:23

What is a Chatbot

09:42

Machine Learning & Deep Learning

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Machine Learning Explained: A Guide to ML, AI, & Deep Learning

10:39

Machine Learning vs. Deep Learning vs. Foundation Models

07:27

Ten Everyday Machine Learning Use Cases

07:07

Natural Language Processing (NLP)

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NLP vs NLU vs NLG

06:48

What is NLP (Natural Language Processing)

09:38

AI and Large Language Models Boost Language Translation

06:19

Generative AI & LLMs

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Large Language Models: How Large is Large Enough

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What is Prompt Caching? Optimize LLM Latency with AI Transformers

09:06

RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models

13:10

RAG vs Agentic AI: How LLMs Connect Data for Smarter AI

10:01

AI Agents & Architectures

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07:35

AI Integration & Communication

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A2A vs MCP: AI Agent Communication

11:46

MCP vs gRPC: How AI Agents & LLMs Connect to Tools & Data

10:35

MCP vs API: Simplifying AI Agent Integration with External Data

13:11

AI Systems, Failures & Ethics

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AI Trends 2026: Quantum, Agentic AI & Smarter Automation

11:39

Generative AI: A Conversation with Malcolm Gladwell & Darío Gil

29:18

Material Includes

Concept-based video lectures.

Real-world AI examples & use cases.

Explanation of modern AI tools & frameworks.

Instructor(s)

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Valuehub

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Explore More Courses

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Phishing Awareness

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Claude Code Tutorial

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Workplace Ethics & Professional Integrity

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