This page is the map for the data science and quantum computing articles. Pick one goal below. The full archive stays at All Data Science posts.
If you are learning quantum computing#
Start with the word, then the hardware, then a career map.
- A Mental Map of Quantum Mechanics Vocabulary — system, state, observable, operator, measurement
- What Is Error in Quantum Computing? — damage to the state, mitigation, and error correction
- Quantum Hardware Is Not a Smaller Classical Computer — why a qubit is not a transistor
- Quantum Computing Careers — where a software professional should enter
- Learning Quantum Physics series — math and the rest, in order
If you want to run LLMs locally#
A practical sequence: install Ollama, then optional setup on WSL2 or Docker.
- Exploring Ollama & LM Studio — what Ollama is, install, models, LangChain
- Ollama Setup and Running Models — step-by-step local LLM workflow
- Exploring Ollama Models Location on WSL2 — Windows + WSL paths and tips
- Integrating Ollama with OpenWebUI — chat UI on top of local models
- Dev Environment with Windows 11, WSL2 and Docker — full stack for DS work on Windows
Resource hubs#
Curated collections of books, cheatsheets, tools, videos, and papers—helpful for learning, interview prep, and day-to-day reference.
| Hub | Best for |
|---|---|
| Data Science, AI & ML Books (800+ PDFs) | Free textbooks, handbooks, papers |
| Data Science Cheatsheets | Quick-reference sheets |
| Best YouTube Channels for DS/AI | Video learning |
| DS/AI Interview Resources | Interview prep |
| AI Resources — tools by category | Tool directories (job search, dev, business) |
| Important AI Papers | Research paper index |
| All DSR resource roundups | Full catalog of link lists |
Tutorials and explainers#
Foundational articles on key ideas in machine learning and AI.
| Topic | Article |
|---|---|
| GAN diagram | What is GAN Architecture? |
| 7 types of technology | Types of Technologies |
| Transformers | What are Transformers in AI? |
| LLM basics | What is LLM? |
| Prompt engineering | Introduction to Prompt Engineering |
| DevOps vs MLOps vs DataOps | Demystifying DevOps, MLOps and DataOps |
Multi-part series (read in order)#
Human Skills, AI-Expanded#
For leaders who want to use AI thoughtfully while keeping sound judgment:
- Leaders’ Human Skills and AI: What Stays Yours
- AI for Project and Program Leaders
- Agentic AI for Business Leaders
- The AI Leadership Playbook — see series index
Learning Quantum Physics (math + intuition)#
Enterprise data storage#
Browse everything#
Hashtags#
#DataScience #MachineLearning #ArtificialIntelligence #LearningPath #Ollama #LocalLLM #AIResources #StartHere #DasarpAI
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