🚨公开唐杰教授清华《高级机器学习》16周课纲！智谱创始人直接把“大模型全栈研发指南”搬进课堂，112人教室挤爆，传统ML彻底翻篇！
This is a dev post classified by AGK Intelligence as Careers & learning (a free resource), kept by the Dev Radar because it carries real work, not commentary.
🚨公开唐杰教授清华《高级机器学习》16周课纲！智谱创始人直接把“大模型全栈研发指南”搬进课堂，112人教室挤爆，传统ML彻底翻篇！ 最大感受：这不是课，是2026年大模型工程师的生存手册。 唐杰首堂课直接放话：“Chat这一仗基本打完了，接下来是AGI和ASI。” 整门课从Transformer、预训练、Scaling Law一路打到后训练、Agent、持续学习与评估，硬核到不行。 更狠的是五类实践作业（比课堂内容还硬）： 1️⃣从零训练语言模型 不准调包。自己实现Tokenizer + Transformer核心模块，端到端训完0.1B（约1亿参数）模型。 2️⃣训练与推理性能优化 手写Triton Attention Kernel，实测多卡训练/推理性能增益。懂底层算力调度的人，才是下半场真正的香饽饽。 3️⃣数据处理与Scaling Law 从Raw Dump清洗语料 → 训不同规模模型 → 拟合Scaling Law并外推。大厂预训练研究员核心技能直接练。 4️⃣后训练方法比较 同一基座上对比SFT、DPO、RLVR，看不同方法真实效果。 5️⃣长程Agent与自我评估 搭建可验证环境+Harness，训练能执行长程任务的Agent，并探索Self-judge Loop。未来AI落地必争之地。 考核更绝：没有期末死记硬背笔试。2-3人组队，用英文NeurI
Posted by SuSu_酥酥👅 (25.4k followers) 53 min ago · 29 likes · 2.2k views · view the original post on X. Kept by the Dev Radar as Careers & learning.
More dev work like this
- For today's coding challenge, you're gonna work with a little encoding to determine if a… — @freeCodeCamp
- GPU Engineering from Scratch 🚀 — @techNmak
- Mastering MachineLearning #Algorithm! #BigData #Analytics #DataScience #AI #IoT #IIoT… — @gp_pulipaka
- #Python #Programming and Numerical Methods. #BigData #Analytics #DataScience #AI… — @gp_pulipaka
- Making Sense of #Statistical Application! #BigData #Analytics #DataScience #AI… — @gp_pulipaka
- 120 GUI Projects in Python-220 Engineering Principles in Python! #BigData #Analytics… — @gp_pulipaka
- Top Books on #MachineLearning. @bookauthority #BigData #Analytics #DataScience #IoT… — @gp_pulipaka
- GP for Machine Learning. #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats… — @gp_pulipaka
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 8.9k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-01 14:57 UTC. Full method.