AI Fundamentals for Complete Beginners
A comprehensive foundational series that takes you from absolute zero to a deep understanding of AI, with simplified technical explanations and step-by-step practical examples. You'll learn how models are built, how to use them confidently in your life and work, and how to avoid their common pitfalls.
Series Lessons
Start with the first lesson and continue in order for the best result.
What is AI? How is it Different from Traditional Programming?
Understand AI from scratch with real-world examples, discover how it differs from traditional programming, and learn to recognize its applications in daily life.
AI vs. Machine Learning vs. Deep Learning: Key Differences
Understand the key differences between AI, machine learning, and deep learning with practical examples and hands-on exercises to correctly classify concepts.
Large Language Models: How They Understand and Generate Language?
In this lesson, we'll simply explain how large language models like ChatGPT work, how they predict the next word, and why they seem smart, with practical examples and hands-on...
The Training Journey: From Data to Knowledge
Discover how data becomes knowledge in AI, from data collection to weight adjustment, with a hands-on application using Teachable Machine.
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Data: The Fuel of AI and Its Quality
In this lesson, we'll discover why AI quality depends on the data it learns from. We'll explain 'garbage in, garbage out' with real examples, and learn how to inspect a simple...
Why Do Models Err? The Hallucination Phenomenon
Understand why AI language models confidently make up false information, and how to verify their answers yourself. A practical beginner lesson with real examples and hands-on...
Digital Assistants: A Practical Guide to Top AI Tools
Explore ChatGPT, Claude, and Gemini: their strengths, weaknesses, and pricing. Create free accounts and compare their responses to the same prompt step by step.
Lesson 8
Learn the basics of prompting AI: how to be specific, provide context, and set constraints. Practical step-by-step examples to improve conversation output.
AI-Powered Research and Study
Learn to use AI for summarizing articles, explaining complex concepts, and generating study questions, with a strong emphasis on fact-checking.
AI Image Generation: Your First Practical Guide
Learn the basics of AI image generation, how to write effective text prompts, and try it yourself with free tools to create stunning digital art.
Automating Workplace Writing: Emails, Minutes, and Reports with AI
Learn to use AI for drafting emails, meeting minutes, and status reports quickly, with a focus on editing and personalizing to ensure high quality.
Understanding Numbers with AI Help
Learn how to upload a simple data file to ChatGPT and ask it to analyze numbers, find trends, and create charts—no technical background needed.
AI Voice & Video: Your First Guide
Learn the basics of AI-generated audio and video. Discover ElevenLabs and Synthesia, see real examples, and try generating a short voiceover yourself.
AI in Your Daily Life: From Maps to Recommendations
Discover how AI powers your favorite apps: maps, recommendations, and voice assistants. Simple explanations with practical examples and a hands-on activity.
AI Ethics: Bias, Privacy, and Responsibility
Explore AI bias, privacy risks, deepfakes, and accountability through real cases and a hands-on debate on who is responsible when AI makes biased decisions.
The Future of AI: Trends and Opportunities
Explore the latest AI trends like multimodal models and intelligent agents, and discover promising career paths and how to start your journey in this field.
AI-Powered Marketing Content Creation
Learn to generate ads, social posts, and product descriptions with AI while keeping your brand voice. Hands-on step-by-step application.
Verifying AI Outputs: Your Practical Guide
Learn step-by-step how to verify AI-generated information, avoid common pitfalls, and apply practical checks on real examples.
Combining AI Tools: From Idea to a Complete Presentation
Learn step-by-step how to build an integrated workflow using ChatGPT for research, image generation, and text-to-speech to create a professional presentation from your initial idea...
Capstone Project: Build Your Personal AI Assistant
In this final lesson, you'll learn step-by-step how to design and build a personal AI assistant tailored to your daily needs, using easy no-code tools, with a ready template and...