A clear, hierarchical directory of Analytics Made Simple. Browse our core learning tracks, step-by-step tutorial series, reference glossaries, and foundational guides.
🧭 Core Portals & Hubs
- Home Latest practical insights, featured tutorials, and job aids.
- Learn Hub Master pathways organized by role, experience level, and topic.
- Key Terms Glossary Plain-English, zero-jargon definitions of modern AI and data concepts.
- All Articles Chronological archive of every tutorial, deep dive, and practical walkthrough.
🎓 Learning Tracks
- Core Analytics & Data Engineering SQL mastery, DuckDB, Pandas, data cleaning, and production quality.
- Everyday AI & Workplace Productivity Practical workflows with ChatGPT, Claude, Gemini, and Grok.
- Frontier & Open Models Llama, DeepSeek, Qwen, Kimi, GLM, and self-hosted local LLMs.
- AI Engineering & Agentic Workflows RAG, vector databases, MCP protocols, and autonomous coding agents.
📚 Step-by-Step Tutorial Series
Structured multi-part masterclasses that progress from fundamentals to production implementations:
- SQL for Analytics Masterclass
- Fine-Tuning Open Models with Unsloth
- Learn Hugging Face from Scratch
- Vision, OCR & Document Extraction
- Voice & Audio Models from Scratch
- Generative Video Models from Scratch
- Everyday AI Assistants Beyond Chat Boxes
ℹ️ Information & Legal
🤖 Machine-Readable XML Sitemaps
Standard sitemap protocol feeds maintained for search engine crawlers and automated indexing: