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ai_lesson.py — AI Tutor
# AI-Generated Lesson: Sorting Algorithms
def quicksort(arr):
    if len(arr) <= 1:
        return arr
    pivot = arr[len(arr) // 2]
    left  = [x for x in arr if x < pivot]
    right = [x for x in arr if x > pivot]
    return quicksort(left) + [pivot] + quicksort(right)

# ✅ AI Review: O(n log n) average — great work!
Claude AI reviewed your solution98% score

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AI-Generated Curriculum

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Hobby Personalization

Learn with examples drawn from your passions. Love cricket? Understand data structures through match statistics and player analytics.

Embedded Code Editor

Practice inside a full Monaco editor without leaving the lesson. Submit your solution and get instant AI code review with detailed feedback.

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Dive into any domain. Every category contains structured lessons, hands-on exercises, and AI-generated examples.

Structured Career Paths

Follow a proven roadmap from beginner to job-ready. Every path mirrors real hiring criteria across top tech companies.

Full Stack Java

Intermediate
JavaSpring BootReactPostgreSQLDocker
6 months

AI Engineer

Advanced
PythonPyTorchLangChainFastAPIRAG
5 months

DevOps & Cloud

Intermediate
AWSTerraformKubernetesGitHub ActionsPrometheus
4 months

MERN Stack

Beginner
MongoDBExpressReactNode.jsTypeScript
4 months
Hobby Personalization

Learn through what you love

Abstract concepts stick when they come wrapped in something you already care about. Pick a hobby and watch how the AI transforms standard lessons into stories and examples that resonate with you personally.

  • Concepts explained with real-world hobby examples
  • Practice exercises built around your interests
  • Projects that double as passion projects

AI Lesson

Data Structures via Game Inventory

Understand hash maps and arrays by modelling a game inventory system. Each item slot maps directly to a key-value store — exactly how Python dicts work.

example.py
# Game inventory using a dict (hash map)
inventory = {
    "sword": {"damage": 45, "qty": 1},
    "potion": {"heal": 50, "qty": 12},
}

def use_item(name: str) -> str:
    item = inventory.get(name)          # O(1) lookup
    if item and item["qty"] > 0:
        item["qty"] -= 1
        return f"Used {name}!"
    return "Item not found."

This example was generated by Claude AI specifically for gaming enthusiasts.

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