AI Engineer • ML Educator • Content Creator
Turning complex ideas into hands-on tutorials in English and Chinese.
Repositories · Social Matrix · GitHub Metrics
📦 Public Repositories — full view (enhanced)
🤖 AI & Machine Learning (4)
ai_100
Hands-on AI foundations, projects, and exercises.
ml_100
Practical machine learning pipelines and patterns.
agents_100
Agent frameworks, tools, and examples.
agentic_sys_0-1
Building agentic systems end-to-end.
Repo: https://github.com/learnbydoingwithsteven/agentic_sys_0-1
💬 NLP & LLM (4)
nlp_100
Natural language processing fundamentals and tasks.
nlp_0-1
From zero to one in NLP implementations.
llm_0-1
LLM apps, tooling, and evaluation workflows.
llm_eval_gpt2
GPT-2 evaluation experiments and benchmarks.
Repo: https://github.com/learnbydoingwithsteven/llm_eval_gpt2
🎮 Reinforcement Learning (7)
rl_100
Reinforcement learning basics and environments.
rl_2425_1 ~ rl_2425_6
GitHub: https://github.com/learnbydoingwithsteven?tab=repositories&q=rl_2425📦 Applications (5)
bank_100
Banking data workflows and risk modeling examples.
law_100
Legal tech and document AI experiments.
games_100
Game AI, search, and simulations.
rag_10
Retrieval-augmented generation micro-projects.
🎓 Education (3)
stanford
Stanford course notes and implementations.
youtube_ref
Reference materials and code from videos.
- View all repositories: https://github.com/learnbydoingwithsteven
- Portfolio site: https://learnbydoingwithsteven.github.io/
📇 社交矩阵 | Social Media Matrix
🌐 主站与文章 | Website & Writing (6)
- 🧱 Github: https://github.com/learnbydoingwithsteven
- 🌐 Github.io: https://learnbydoingwithsteven.github.io/
- 🐻 Bear Blog: https://learnbydoingwithsteven.bearblog.dev/
- ✍️ Substack: https://substack.com/@steven923044
- 📰 LinkedIn Newsletter: https://www.linkedin.com/newsletters/7283566848875384833/
- 📲 微信公众号: https://mp.weixin.qq.com/s/_UgwPOKp0KFDNQdPSYuWMg
💬 社群矩阵 | Communities (5)
- 🌐 LinkedIn Group（中/欧/美AI社群）: https://www.linkedin.com/groups/15054015
- 💬 Discord（中欧美AI社群）: https://discord.gg/XE6WpAfM
- 💬 Discord（Learn By Doing）: https://discord.gg/47yq8KcC
- 📡 Telegram Group（技术·播客）: https://t.me/+i9NRjGCKjRQxMDNk
- 📱 WhatsApp Group（技术·播客）: https://chat.whatsapp.com/Gmfju4artZB0VfRxV93H8p
🧑💼 直接联系 | Direct Contacts (1)
- Email: wjbear2020@gmail.com
💰 支持创作 | Support Steven’s Work (2)
- 💳 Paypal: https://www.paypal.com/paypalme/wangjiansuper?country.x=IT&locale.x=en_US
- ☕ Buy Me A Coffee: https://buymeacoffee.com/learnbydoing
🎥 视频矩阵 | Video (4)
▶️ YouTube · Learn By Doing: https://www.youtube.com/@learnbydoingwithsteven▶️ 数能生智（中文）: https://www.youtube.com/@%E6%95%B0%E8%83%BD%E7%94%9F%E6%99%BA- 🎵 TikTok: https://www.tiktok.com/@learnbydoingwithsteven
- 📺 哔哩哔哩（Steven数据漫谈）: https://space.bilibili.com/3546784399886498?spm_id_from=333.788.upinfo.head.click
🌍 网站 / 频道 / 平台 | Website (9)
- WhatsApp Channel: https://whatsapp.com/channel/0029VazqfKFK0IBoyfgyO70b
- Telegram Channel: https://t.me/learnbydoingwithsteven
- Github: https://github.com/learnbydoingwithsteven
- Github.io: https://learnbydoingwithsteven.github.io/
- LinkedIn Newsletter (Business): https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7359504834644926464
- LinkedIn Newsletter (Tech): https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7283566848875384833
- Substack: https://substack.com/@steven923044
- Bear Blog: https://learnbydoingwithsteven.bearblog.dev/
- 微信公众号: 精选文章
📱 社交平台 | Social (6)
- 小红书: https://www.xiaohongshu.com/user/profile/5e0e450b0000000001001e26?xsec_token=YBolHet_ed8Npv1I7yr4lMGb6VRZWtbkE9QSkodxdCu0I=&xsec_source=app_share&xhsshare=CopyLink&appuid=5e0e450b0000000001001e26&apptime=1737132065&share_id=c4262bd995c34cebaab2e0d85e5a3875
- LinkedIn（独立项目）: https://www.linkedin.com/in/steven-w-6828a31bb/
- LinkedIn（完整职业）: https://www.linkedin.com/in/jian-w-83bb36440/
- X（Twitter）: https://x.com/Catchingtides
- Facebook: https://www.facebook.com/profile.php?id=61571798756202
- Instagram: https://www.instagram.com/learnbydoingwithsteven
🤝 合作伙伴 | Collaborations (4)
- Vanta Tech Lab: https://www.linkedin.com/company/vantatechlab
- DukeCEO: https://www.linkedin.com/company/chinese-entrepreneurs-organization-at-duke-dukeceo
- 创·见 Founder Vision: https://www.xiaoyuzhoufm.com/podcast/66a322470736bb4045362844?s=eyJ1IjoiNjVkZDlhNDBlZGNlNjcxMDRhOThhNjZkIiwiZCI6MX0=
- 我作为嘉宾的节目: https://www.xiaoyuzhoufm.com/episode/690c8ad5d99642be96c4accc
🚗 兴趣爱好 | Hobby (2)
- Steven On The Road (YouTube): https://youtube.com/@stevenontheroad6129?si=pAUvAm0af6eFJrDn
- Steven On The Road（哔哩哔哩）: https://space.bilibili.com/157133040
🎙️ 播客矩阵 | Podcast Matrix
1) Steven Data Talk
- Apple Podcasts: https://podcasts.apple.com/gb/podcast/steven-data-talk/id1845702474
- Spotify: https://open.spotify.com/show/3qSV5WJBsHbivqdmIopEYR?si=Q7XxCzxsSTKXmKiW27hmAA
- 喜马拉雅: https://www.ximalaya.com/album/88884765
- 小宇宙: https://www.xiaoyuzhoufm.com/podcast/68ef81ce0a78e59c5c5c45e7
- YouTube Music: https://music.youtube.com/playlist?list=PLfV0OO4XXVBk1oCeZg-xwdnYbNuSDqgmW&si=EQtgt96FfSZSwxvc
- Amazon Music: https://music.amazon.com/podcasts/b31ecf00-32e8-41b5-96cd-13e86253d249/steven-data-talk
2) Steven 数据漫谈
- Apple Podcasts: https://podcasts.apple.com/gb/podcast/steven%E6%95%B0%E6%8D%AE%E6%BC%AB%E8%B0%88/id1845703144
- Spotify: https://open.spotify.com/show/4b8dqmQmVQiPPxuIZNR58w?si=QgCsksYYSV-jTqz1e4tFpw
- 喜马拉雅: https://www.ximalaya.com/album/89574928
- 小宇宙: https://www.xiaoyuzhoufm.com/podcast/68ef81d14ce3619b345a32b2
- YouTube Music: https://music.youtube.com/playlist?list=PLfV0OO4XXVBmQOOLxMpZXn519_PW3uneG&si=rgCVgHICnqNK5rFX
- Amazon Music: https://music.amazon.com/podcasts/6d68d8c4-d7bb-4c1d-8b6c-1e9b0946463d/steven%E6%95%B0%E6%8D%AE%E6%BC%AB%E8%B0%88
3) Steven AI Talk（多语）
- English · Apple Podcasts: https://podcasts.apple.com/gb/podcast/steven-ai-talk-english/id1846320778
- English · Spotify: https://open.spotify.com/show/43CVIH13u3pvIyg9aTEHwY?si=w-gPlNheRmCTfvlIPOwL9w
- English · Amazon Music: https://music.amazon.com/podcasts/7aaf0f86-7cb1-4f6f-bba3-6fd3cb9dcad2/steven-ai-talkenglish
- English · 小宇宙: https://www.xiaoyuzhoufm.com/podcast/68ef7ec2332567e348b6e57b
- English · YouTube Music: https://music.youtube.com/playlist?list=PLfV0OO4XXVBk811V6mTVbL483S_56ZtF5&si=qqGM8Es0NTSFtflX
- 中文 · Spotify（Steven AI 播客）: https://open.spotify.com/show/7gLoHfOKO302yNcF7bzNOu?si=FU7xcKwUQU-jTqz1e4tFpw
- 中文 · 喜马拉雅: https://www.ximalaya.com/album/88276097
- Italiano · Spotify: https://open.spotify.com/show/7D3BcWR5xGzGap8A1bSeoQ?si=ek8GNzrnT-OdiGJ91vi0rw
4) YC 斯坦福创业课 2015 CS183B 精讲
- Apple Podcasts: https://podcasts.apple.com/us/podcast/yc%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%88%9B%E4%B8%9A%E8%AF%BE2015cs183b%E7%B2%BE%E8%AE%B2/id1846320657
- Spotify: https://open.spotify.com/show/5dg2pUoVlwvWCu2RSRYUay?si=esrJ8TByS-Cqrw4aOqKDyw
- 喜马拉雅: https://m.ximalaya.com/album/109171033?from=pc
- 小宇宙: https://www.xiaoyuzhoufm.com/podcast/68ef7ec662e8bfe0dffdd116
- YouTube Music: https://music.youtube.com/playlist?list=PLfV0OO4XXVBlRgHAHArWBcpbOYykZfMqI&si=KwnQAp25yoprI39H
- Amazon Music: https://music.amazon.com/podcasts/97f55ca2-d30d-48d8-afa5-9d51362bf92c/yc%E6%96%AF%E5%9D%A6%E7%A6%8F%E5%88%9B%E4%B8%9A%E8%AF%BE2015cs183b%E7%B2%BE%E8%AE%B2
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