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Understanding Open-Source Models

Fundamentals and resources for open-source models

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From Problem to Model Task

Converting business problems to model tasks

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Running Your First Model

See your first results in 30 minutes

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Fine-Tuning and Evaluation

Fine-tune models and evaluate performance

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Application Systems

Build real-world AI applications

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Generative AI

Explore open-source AIGC models

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LLM basics and evaluation

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Claude Academy

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Claude 101

Learn AI basics with Claude

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Claude Code 101

Code with Claude as your pair programmer

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Introduction to Claude Cowork

Collaborate with Claude on complex projects

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Claude Platform 101

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🧬Neural Network Sandbox🤖AI or Human?🥋Prompt Engineering Dojo🏁Algorithm Race🧠AI Trivia Challenge🏗️System Design Canvas
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AI Basics›AI Seeds›Lessons
🌱 AI Seeds

Lessons

Every lesson builds on the last. No rush, no assumptions.

What is AI? A Friendly Introduction
1
🤖

What is AI? A Friendly Introduction

A beginner-friendly guide to understanding artificial intelligence and where it appears in everyday life

Beginner⏱️ 10 min read
→
How Machines Learn - The Secret Behind Smart Software
2
🧠

How Machines Learn

Discover the three main ways machines learn from data to make predictions and decisions

Beginner⏱️ 12 min read
→
3
📱

AI in Your Pocket

Discover the hidden AI features working behind the scenes on your smartphone

Beginner⏱️ 10 min read
→
4
💬

ChatGPT and AI Chatbots

Understand how AI chatbots like ChatGPT generate text and how to use them effectively

Beginner⏱️ 15 min read
→
5
🧪

Your First AI Experiment

A hands-on guide to experimenting with free AI tools for the very first time

Beginner⏱️ 15 min read
→
6
🕰️

The History of AI

Travel through eight decades of artificial intelligence - from Alan Turing's bold question to the rise of ChatGPT and beyond.

Beginner⏱️ 12 min read
→
7
🧩

Types of AI

Learn the difference between the AI we have today and the AI of science fiction - and where large language models fit in.

Beginner⏱️ 10 min read
→
8
⚖️

AI vs Human Intelligence

Discover where AI outshines humans, where humans still reign supreme, and why the best future is one where we work together.

Beginner⏱️ 11 min read
→
9
🌍

AI in Everyday Life

You interact with AI dozens of times a day without realising it. Discover how artificial intelligence quietly powers shopping, travel, entertainment, health, and even space exploration.

Beginner⏱️ 11 min read
→
10
🔍

AI Myths Debunked

From killer robots to all-knowing machines - let's bust the most common myths about artificial intelligence and replace them with reality.

Beginner⏱️ 10 min read
→
11
🧠

Neural Networks: How Machines Actually Think

A beginner guide to how neural networks work — layers, weights, and learning

Beginner⏱️ 12 min read
→
12
⚖️

AI Ethics and Bias

Understanding bias in AI systems and why ethical AI matters

Beginner⏱️ 10 min read
→
13
🔬

How AI is Transforming Science and Research

Discover how AI accelerates scientific discovery — from drug research to climate modelling and space exploration.

Beginner⏱️ 15 min read
→
14
🎨

AI and Human Creativity: Partners, Not Rivals

Explore how AI tools enhance human creativity in music, art, writing and design — and why human creativity remains irreplaceable.

Beginner⏱️ 15 min read
→
15
💼

AI and the Future of Work: What Jobs Will Change

An honest look at which jobs AI will automate, which it will augment, and what new roles AI is creating — with practical career advice.

Beginner⏱️ 20 min read
→
16
🛡️

AI Safety: Why It Matters for Everyone

Discover why AI safety is one of the most important topics in tech — and why it matters to ordinary people, not just experts.

Beginner⏱️ 15 min read
→
17
🌍

AI and Climate Change: Solution or Problem?

Explore how AI both contributes to and helps fight climate change — from massive energy costs to breakthroughs in clean energy.

Beginner⏱️ 15 min read
→
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