Grokking Modern AI Fundamentals

Master the fundamentals of AI today to lead the tech revolution of tomorrow.
Level:
Beginner
Study Time:
5h
Lessons:
35
Playgrounds :
12
3.9
(203 ratings)
1,107 learners
Course Overview

Welcome to Grokking Modern AI Fundamentals—your gateway to mastering the power of AI. In this course, we will uncover how artificial intelligence is transforming everything from image recognition to language translation, all while building a solid understanding of how models learn and work. Whether you are new to AI or looking to sharpen your skills, you'll gain clear, practical insights that bridge theory with hands-on experience.

Prepare to dive into engaging coding demos, interactive quizzes, and real-world challenges that not only teach you to build and train AI models but also highlight the ethical considerations shaping the future of technology. This course is your chance to ignite your passion, equip yourself with essential skills, and confidently step into the rapidly evolving world of AI.

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Course Content
11 Chapters • 35 Lessons
1.
Chapter 1: Introduction
4 lessons
1.1 Course Overview
1.2 Who This Course Is For
1.3 Introduction to the World of AI
1.4 Understanding AI at a Glance
2.
Chapter 2: Core Concepts in AI
4 lessons
2.1 What Is Intelligence (Artificial vs. Human)?
2.2 The AI Family Tree
2.3 How AI Models “Learn”
2.4 Quiz
3.1 Math Essentials for AI
3.2 Python Basics for AI
4.1 Supervised Learning Walkthrough
4.2 Evaluating and Tuning Models
5.1 Neural Networks
5.2 Practical Deep Learning Tips
5.3 Quiz
6.1 Large Language Models (LLMs) & GPT
6.2 Generative Models Beyond Text
6.3 Agentic AI & Autonomous Systems
6.4 Quiz
7.1 Exploring AI Tools & Demos
7.2 Prompting Techniques
7.3 Common Pitfalls to Avoid When Working with AI
8.1 Bias & Fairness
8.2 Privacy & Security
8.3 Regulation & Governance
9.1 Common Myths & Misconceptions
9.2 Balancing Excitement with Real-World Constraints
9.3 Staying Informed
10.1 Comparing AI vs. Human-generated Text
10.2 Spotting AI-Generated Visuals
11.1 Next-Gen LLMs & Generative Models
11.2 Agentic AI Maturity
11.3 AI & Other Tech Convergence
11.4 Future of Work
11.5 Final Thoughts
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