Blog Structure & Stats

Auto-generated

This page is auto-generated by blog_stats.py. Do not edit manually.

Total files: 298
Total characters: 1,324,558
Unique tags: 65
Drafts: 20

Directory Tree

content/
├── (2 root files)
├── notes/ (284 files + 239 attachments)
├── posts/ (3 files + 5 attachments)
└── projects/ (9 files + 7 attachments)

Structure Overview

mindmap
  root((prasanth.io))
    notes
      284 files
    posts
      3 files
    projects
      9 files

Files per Folder

Folder	Files	% of Total	Characters
notes	284	95.3%	1,283,445
projects	9	3.0%	10,295
posts	3	1.0%	20,416
root	2	0.7%	10,402

Tag Distribution (Top 30)

Tag	Count	% of Files
data-science	136	45.6%
software-engineering	84	28.2%
machine-learning	73	24.5%
ai	48	16.1%
llm	43	14.4%
tool	41	13.8%
learning	31	10.4%
python	28	9.4%
open-source	25	8.4%
gen-ai	19	6.4%
finance	19	6.4%
book	19	6.4%
statistics	18	6.0%
startups	18	6.0%
misc	17	5.7%
deep-learning	15	5.0%
talk	14	4.7%
course	13	4.4%
documentation	11	3.7%
ai-agents	10	3.4%
devops	10	3.4%
science	10	3.4%
google	9	3.0%
health	9	3.0%
project	9	3.0%
self-improvement	7	2.3%
gpu	7	2.3%
paper	6	2.0%
nlp	5	1.7%
prompting	5	1.7%

Tag Usage Chart

Document Size Distribution

Size Category	Count	%
Tiny (< 500 chars)	104	34.9%
Small (500-2K chars)	75	25.2%
Medium (2K-5K chars)	50	16.8%
Large (5K-10K chars)	37	12.4%
Very Large (> 10K chars)	32	10.7%

Quality Audit

Files without tags: 28

• about.md
• index.md
• notes/Australia.md
• notes/Auto-encoding transformer models.md
• notes/Auto-regressive transformer models.md
• notes/Box Plots.md
• notes/Core concepts in OOP, Metaprogramming, and Optimization.md
• notes/Data Science Canvas - Mermaid.md
• notes/Diagnosis vs. Detection of disease.md
• notes/Feature Engineering.md
• notes/GPT-1.md
• notes/Hardware - Explained.md
• notes/Malaysia.md
• notes/Miscellaneous.md
• notes/Page Tree.md
• notes/Philosophy.md
• notes/Places to visit and explore.md
• notes/Presto.md
• notes/Regulations and Compliances.md
• notes/Singapore.md
• … and 8 more

Files without frontmatter: 21

• notes/Australia.md
• notes/Auto-encoding transformer models.md
• notes/Auto-regressive transformer models.md
• notes/Box Plots.md
• notes/Core concepts in OOP, Metaprogramming, and Optimization.md
• notes/Data Science Canvas - Mermaid.md
• notes/Diagnosis vs. Detection of disease.md
• notes/Feature Engineering.md
• notes/GPT-1.md
• notes/Hardware - Explained.md
• notes/Malaysia.md
• notes/Philosophy.md
• notes/Places to visit and explore.md
• notes/Presto.md
• notes/Regulations and Compliances.md
• notes/Singapore.md
• notes/Video Quality - Resolution, Bitrate, and Hz.md
• notes/WhisPer.md
• notes/email.md
• notes/git.md
• … and 1 more

Draft files: 20

• notes/API.md
• notes/AWS Certification Plan.md
• notes/AWS Concepts.md
• notes/AWS ML Engineer Associate Learning Plan.md
• notes/Creating a Spending Plan to Fit Your Lifestyle!.md
• notes/DSSG x Google - 2025-Jul-15.md
• notes/DeepLearning.AI - Agent Skills with Anthropic.md
• notes/DeepLearning.AI - MCP - Build Rich-Context AI Apps with Anthropic.md
• notes/FastAPI.md
• notes/LOTR.md
• notes/Learning Paradigms.md
• notes/Log.md
• notes/MCP.md
• notes/Makefile.md
• notes/Miscellaneous.md
• notes/OpenSearch.md
• notes/Protein Intake.md
• notes/SQLAlchemy ORM for Python.md
• notes/Stanford CME295 Transformers & LLMs.md
• notes/freeCodeCamp.org - Claude Code Essentials.md