Tags

tutorial

• Understanding Python Tests and Git Patches for OpenAI SWE Bench Verified Dataset
• How to Setup a (Real) Self-Contained Python Repository
• Data Labeling using GPT APIs
• Manage Environment Variables in Python Projects
• MVP (large language Model + Vector database + Prompt engineering)
• Headless Wordpress + Next.js + ElasticSearch
• My Budget PC Build
• Publish NPM and PyPI Packages
• Setup Websites using SiteGround
• What I Learned About Fine-tuning Stable Diffusion
• Zero-shot Image Classification and Semantic Image Search using CLIP and Unsplash Dataset
• My Ubuntu/Mac Command Cheatsheet
• Deploy Stable Diffusion for AI Image Generation
• Manage Long-running Python Tasks using JupyterHub on Remote Ubuntu Server
• CloseSea - the Smallest NFT Marketplace
• A Practical Guide to Quasi-Experimental Methods (PSM and DID)
• Self-Made Millionaire in 30 Minutes :)
• A Web3 Fullstack DApp
• A Minimalist End-to-End Machine Learning Tutorial
• Get Test Ethers using Selenium
• Introduction to Python Data Science Tools
• LaTex Cheatsheet
• Python Cheatsheet
• Tailpages (Tailwind + Github Pages)
• Tailpages No-Code Tutorial
• Tailpages Technical Tutorial
• How to Setup Mac for Python Development
• Generative Art using Python and AxiDraw Pen Plotter
• FRED (Flask + REact + Docker)
• A Minimalist End-to-End Scrapy Tutorial

open-source

• Manage Long-running Python Tasks using JupyterHub on Remote Ubuntu Server
• CloseSea - the Smallest NFT Marketplace
• A Practical Guide to Quasi-Experimental Methods (PSM and DID)
• Self-Made Millionaire in 30 Minutes :)
• When Data Science Meets NFT
• A Web3 Fullstack DApp
• A Minimalist End-to-End Machine Learning Tutorial
• Get Test Ethers using Selenium
• LaTex Cheatsheet
• Tailpages (Tailwind + Github Pages)
• Generative Art using Python and AxiDraw Pen Plotter
• Color + Culture + AI
• Calligraphy + Art + AI
• FRED (Flask + REact + Docker)
• A Minimalist End-to-End Scrapy Tutorial

hobby

• Generative Art using Python and AxiDraw Pen Plotter
• I Ching: Book of Changes

research

• Data Labeling using GPT APIs
• A Practical Guide to Quasi-Experimental Methods (PSM and DID)
• Color + Culture + AI
• Calligraphy + Art + AI

jekyll

• Tailpages Technical Tutorial

github-pages

• Tailpages Technical Tutorial

no-code

• Tailpages No-Code Tutorial

coding

• The System Prompt of Cline (An Open-Source AI Coding Agent)
• What I Learned About Fine-tuning Stable Diffusion
• Zero-shot Image Classification and Semantic Image Search using CLIP and Unsplash Dataset
• Deploy Stable Diffusion for AI Image Generation
• Manage Long-running Python Tasks using JupyterHub on Remote Ubuntu Server
• A Minimalist End-to-End Machine Learning Tutorial
• Introduction to Python Data Science Tools
• Python Cheatsheet

dataset

• A Dataset for Teaching and Evaluating RAG
• When Data Science Meets NFT

teaching

• A Dataset for Teaching and Evaluating RAG
• The "CAR" Problem of LLMs
• Data Labeling using GPT APIs
• MVP (large language Model + Vector database + Prompt engineering)
• What I Learned About Fine-tuning Stable Diffusion
• Zero-shot Image Classification and Semantic Image Search using CLIP and Unsplash Dataset
• A Practical Guide to Quasi-Experimental Methods (PSM and DID)
• When Data Science Meets NFT

crypto

• Self-Made Millionaire in 30 Minutes :)
• When Data Science Meets NFT

website

• Headless Wordpress + Next.js + ElasticSearch
• Setup Websites using SiteGround

ai

• My Talk on AI Agents and Agentic Workflows
• Deploying DeepSeek with Ollama + LiteLLM + OpenWebUI
• The System Prompt of Cline (An Open-Source AI Coding Agent)
• DeepSeek v3 and an Interview of its Founder
• A Quick Comparison of Text-to-Image Models: Flux, Stable Diffusion 3, DALL·E 3, and Kling
• A Dataset for Teaching and Evaluating RAG
• The "CAR" Problem of LLMs
• Data Labeling using GPT APIs
• MVP (large language Model + Vector database + Prompt engineering)

python

• Understanding Python Tests and Git Patches for OpenAI SWE Bench Verified Dataset
• Use Poetry for Python Package and Dependency Management
• Manage Environment Variables in Python Projects

programming

• Use Poetry for Python Package and Dependency Management
• Manage Environment Variables in Python Projects

startup

• Index Your Serverless MongoDB
• The Tech Stack that Works for My Startup

tech

• Index Your Serverless MongoDB
• The Tech Stack that Works for My Startup

entrepreneurship

• Index Your Serverless MongoDB
• The Tech Stack that Works for My Startup

development

• Cloning Public GitHub Repos for Private Development
• Use Poetry for Python Package and Dependency Management
• How to Setup a (Real) Self-Contained Python Repository

text2image

• A Quick Comparison of Text-to-Image Models: Flux, Stable Diffusion 3, DALL·E 3, and Kling

llm

• DeepSeek v3 and an Interview of its Founder
• Understanding Python Tests and Git Patches for OpenAI SWE Bench Verified Dataset

evaluation

• Understanding Python Tests and Git Patches for OpenAI SWE Bench Verified Dataset

opinion

• DeepSeek v3 and an Interview of its Founder

analysis

• The System Prompt of Cline (An Open-Source AI Coding Agent)

deployment

• Deploying DeepSeek with Ollama + LiteLLM + OpenWebUI

deepseek

• Deploying DeepSeek with Ollama + LiteLLM + OpenWebUI

ollama

• Deploying DeepSeek with Ollama + LiteLLM + OpenWebUI

agent

• My Talk on AI Agents and Agentic Workflows

workflow

• My Talk on AI Agents and Agentic Workflows

github

• Cloning Public GitHub Repos for Private Development