Flagship program #1 Generative AI

Generative AI Foundations: From Chatbots to Intelligent Assistants

AI literacy for everyone — understand, use and question generative AI with confidence.

0.0 (0) 3 learners Beginner English 20–30 hours Everyone Dr. Sara Al-Mansouri

What you'll learn

Explain what AI, machine learning, deep learning and generative AI are
Describe how large language models process tokens, context and attention
Write effective instructions and request structured outputs
Apply generative AI to text, documents, data, code and research
Use AI responsibly: accuracy, bias, privacy, copyright and human oversight
Learn with the Smart Instructor

This course has its own AI knowledge space. The Smart Instructor understands the syllabus, lessons and trainer materials, answers from them with citations, generates practice and adapts difficulty.

LearnPracticeTestReviewBuildResearchCoach

Curriculum

6 sections · 29 lessons · 6.3 hours · 1 assessments

What is Artificial Intelligence? Preview 8 min
Machine Learning vs. Deep Learning 8 min
What is Generative AI? 8 min
Large Language Models (LLMs) 8 min
Multimodal AI 8 min
AI Assistants 7 min

Tokens 7 min
Context 7 min
Embeddings 7 min
Attention 7 min
Training vs. Inference 8 min
Hallucinations 8 min

Effective Instructions 7 min
Prompt Structure 8 min
Context Engineering 7 min
Structured Outputs 7 min
AI Reasoning Workflows 7 min

Text 7 min
Images 7 min
Documents 6 min
Data 7 min
Programming 7 min
Research 7 min

Accuracy 6 min
Bias 7 min
Privacy 6 min
Copyright 6 min
Human Oversight 6 min

Final Project: Build & Submit AI Lab 180 min

Description

The essential AI literacy program of Smart.edu-gate.pro. You will understand how modern generative AI works, how large language models (LLMs) produce answers, how to work with AI assistants effectively, where generative AI creates value, and how to use it responsibly.

You finish by building a personal AI assistant for a real learning or professional task — with your Smart Instructor guiding every step.

Prerequisites: None — suitable for every learner.

Skills you will build
AI LiteracyAI FoundationsGenerative AIResponsible AIPrompt Engineering

Final project (AI Lab)

Build a personal AI assistant for a real learning or professional task: define the task, design its instructions and context, test it on five realistic cases, document its limits, and describe how a human stays in control.

Built in the AI Lab with your Smart Instructor, Coding, Debugging, Tutor and Assessment experts — evaluated against a rubric and reviewed by your trainer.

Your trainer

S
Dr. Sara Al-Mansouri
Artificial Intelligence
AI Researcher & Educator · Smart AI Academy lead

Sara leads applied AI programs and has trained thousands of engineers in machine learning, generative AI, RAG and multi-expert systems.

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  • 6.3 hours of content
  • Smart Instructor with cited answers
  • AI-generated practice & adaptive remediation
  • Verifiable certificate of completion
Part of learning paths
AI Engineer AI Educator & Smart Instructor Designer