Mapify

Language for the mind map content and interface.

Structured markdown content to render as interactive mind map. Follow these critical requirements: STRUCTURE: - Start with exactly ONE H1 heading (#) summarizing the main topic - Use H2 (##) headings for main concepts (typically 3-8 sections) - Use H3 (###) headings to break down each H2 into sub-topics (2-5 per H2) - Use bullet points (-) for detailed information under appropriate heading levels HEADING-CONTENT RULE (CRITICAL): - Every heading MUST be immediately followed by either: 1. A heading of the next lower level (e.g., ### follows ##) 2. Bullet points (-) with actual content - Absolutely NO standalone paragraphs, summary text, or introductory sentences after headings - Never use empty or duplicate bullet points like "- -" BULLET POINT REQUIREMENTS: - Decompose information logically - each distinct idea should form a separate bullet point - Each bullet point should contain 15-30 words of substantive content - For multilevel bullets, use proper indentation: - First level: "-" (dash + space) - Second level: " -" (two spaces + dash + space) - Never use "- -" or double dashes FORMATTING CONSTRAINTS: - PLAIN TEXT ONLY - no bold (**text**), italics (*text*), code blocks, or tables - No horizontal rules (---) or meta-information - If a heading contains only a single word, do not add punctuation at the end - Use consistent language throughout EXAMPLE: # Machine Learning Fundamentals ## Supervised Learning ### Classification Algorithms - Decision trees split data based on feature values to create prediction rules for categorical outcomes - Support Vector Machines find optimal hyperplanes that maximize the margin between different classes - Kernel trick allows SVM to handle non-linearly separable data ### Regression Models - Linear regression predicts continuous values by fitting a line through data points ## Unsupervised Learning - Clustering algorithms group similar data points without predefined labels