--- id: "/learning-reference/intermediate/" title: "Learning & reference for intermediate learners" url: "https://skillissue.dev/learning-reference/intermediate/" --- # Learning & reference for intermediate learners [Beginner](/learning-reference/beginner/index.md) [Intermediate](/learning-reference/intermediate/index.md) [Advanced](/learning-reference/advanced/index.md) [Expert](/learning-reference/expert/index.md) 139 resources · page 1 of 5 - ### [12-Factor Agents (humanlayer)](/foundations/courses-and-learning-paths/12-factor-agents-humanlayer/index.md) by [HumanLayer](https://humanlayer.dev) 12-Factor Agents GitHub repo (HumanLayer): principles for building reliable LLM-powered software. entity person US en - ### [a16z AI](/foundations/courses-and-learning-paths/a16z-ai/index.md) by [Andreessen Horowitz](https://a16z.com/) Andreessen Horowitz AI page collecting the firm's essays, market maps and podcasts on AI infrastructure and applications. entity company US en - ### [How Coca-Cola's AI Holiday Ad Went From Praise To Rage (Adweek)](/foundations/courses-and-learning-paths/adweek-how-coca-cola-s-ai-holiday-ad-went-from-praise-to-rage-2024/index.md) by [Adweek](https://adweek.com/) Adweek report on public backlash to Coca-Cola's AI-generated 2024 holiday ad. entity news US/Global en - ### [Ahead of AI](/foundations/courses-and-learning-paths/ahead-of-ai/index.md) by [Sebastian Raschka](https://sebastianraschka.com/) Sebastian Raschka's Ahead of AI newsletter on LLM research, architectures and training. entity person US en - ### [AI4Bharat (IIT Madras)](/foundations/courses-and-learning-paths/ai4bharat-iit-madras/index.md) by [AI4Bharat (IIT Madras)](https://ai4bharat.iitm.ac.in/) AI4Bharat research lab at IIT Madras: open datasets, tools and models for Indian languages. entity org IN en - ### [Alibaba Cloud: QwenWork e-commerce tool for merchants](/foundations/courses-and-learning-paths/alibaba-cloud-qwenwork-e-commerce-tool-for-merchants/index.md) by [Alibaba Cloud](https://www.alibabacloud.com/) Alibaba Cloud post on QwenWork, a Qwen-based workspace that helps Chinese merchants run stores across e-commerce platforms. entity company China en - ### [Answer.AI](/foundations/courses-and-learning-paths/answer-ai/index.md) by [Answer.AI](https://answer.ai/) Answer.AI: R&D lab building practical AI products and open-source tools from research. entity person US en - ### [awesome-ai-agents](/foundations/courses-and-learning-paths/awesome-ai-agents/index.md) by [E2B](https://e2b.dev/) E2B awesome-ai-agents GitHub repo: curated list of autonomous AI agent projects and frameworks. entity directory US en - ### [sindresorhus/awesome](/foundations/courses-and-learning-paths/awesome-index-of-awesome-lists/index.md) by [Sindre Sorhus](https://sindresorhus.com/apps) sindresorhus/awesome GitHub repo: index of curated awesome lists on many topics, including AI and ML. entity directory US en - ### [Awesome-LLM](/foundations/courses-and-learning-paths/awesome-llm/index.md) by [Hannibal046](https://github.com/Hannibal046) Awesome-LLM GitHub repo: curated list of LLM papers, frameworks, tools and courses. entity directory US en - ### [awesome-LLM-resources (zh)](/foundations/courses-and-learning-paths/awesome-llm-resources-zh/index.md) by [WangRongsheng](https://w-r-s.github.io/) awesome-LLM-resources GitHub repo: curated Chinese-English list of LLM resources on agents, coding, training, inference and MCP. entity directory CN en - ### [awesome-mcp-servers](/foundations/courses-and-learning-paths/awesome-mcp-servers/index.md) by [Frank Fiegel](https://glama.ai) awesome-mcp-servers GitHub repo: curated list of Model Context Protocol servers by category. entity directory US en - ### [BAAI 智源研究院](/foundations/courses-and-learning-paths/baai/index.md) by [Beijing Academy of Artificial Intelligence (BAAI)](https://www.baai.ac.cn/) BAAI site in Chinese: Beijing Academy of Artificial Intelligence, maker of BGE embeddings and Emu models. entity org CN zh - ### [宝玉 baoyu.io](/foundations/courses-and-learning-paths/baoyu-io/index.md) by [宝玉 (baoyu.io)](https://baoyu.io/) Baoyu's Chinese blog on LLMs, prompt engineering and software engineering. entity person CN en - ### [Be My Eyes](/foundations/courses-and-learning-paths/be-my-eyes/index.md) by [Be My Eyes](https://bemyeyes.com/) Be My Eyes site: accessibility app connecting blind and low-vision users with volunteers and an AI visual assistant. entity company Denmark/global en - ### [Berkeley CS285 Deep RL](/foundations/courses-and-learning-paths/berkeley-cs285-deep-rl/index.md) by [Sergey Levine (UC Berkeley)](https://people.eecs.berkeley.edu/~svlevine/) Berkeley CS 185/285 Deep Reinforcement Learning course site with lectures and assignments. entity org US en - ### [Berkeley LLM Agents MOOC](/foundations/courses-and-learning-paths/berkeley-llm-agents-mooc/index.md) by [UC Berkeley RDI](https://rdi.berkeley.edu/) Berkeley LLM Agents MOOC site with lectures on LLM agents. entity org US en - ### [BETO](/foundations/courses-and-learning-paths/beto/index.md) by [DCC UChile](https://dcc.uchile.cl/) BETO GitHub repo (Universidad de Chile): BERT model trained on a large Spanish corpus. entity repo Chile es - ### [Bhashini](/foundations/courses-and-learning-paths/bhashini/index.md) by [Bhashini (Ministry of Electronics and IT, India)](https://bhashini.gov.in/) Bhashini: Government of India language-technology mission providing translation and speech services for Indian languages. entity company India mul - ### [LLMs-from-scratch](/foundations/courses-and-learning-paths/build-a-large-language-model-from-scratch-repo/index.md) by [Sebastian Raschka](https://sebastianraschka.com) LLMs-from-scratch GitHub repo (Sebastian Raschka): code for building a ChatGPT-like LLM in PyTorch step by step. entity repo US en - ### [Two Sessions: China's Top Court Draws Red Line on AI in Courtrooms (Caixin Global)](/foundations/courses-and-learning-paths/caixin-china-s-top-court-draws-red-line-on-ai-in-courtrooms-10-mar-2026/index.md) by [Caixin Global](https://caixinglobal.com/) Caixin report on China's Supreme People's Court keeping AI assistive in courtrooms, with judges responsible. entity news China en - ### [Cambridge CST teaching](/foundations/courses-and-learning-paths/cambridge-cst-teaching/index.md) by [Department of Computer Science and Technology (University of Cambridge)](https://www.cst.cam.ac.uk/) Cambridge Department of Computer Science and Technology teaching pages with course materials by year. entity org UK en - ### [China Daily: Chinese courts must implement AI system by 2025](/foundations/courses-and-learning-paths/china-daily-chinese-courts-must-implement-ai-system-by-2025/index.md) by [China Daily](https://www.chinadaily.com.cn/) China Daily report on the requirement for Chinese courts to implement AI support systems by 2025. entity news China en - ### [China MoE: GenAI use guide for primary/secondary schools 2025 (CSET translation)](/foundations/courses-and-learning-paths/china-moe-genai-use-guide-for-primary-secondary-schools-2025-cset-translation/index.md) by [Center for Security and Emerging Technology](https://cset.georgetown.edu/) CSET translation of China's 2025 Ministry of Education guide to generative AI use in schools. entity standard-policy China en|zh - ### [Chip Huyen blog](/foundations/courses-and-learning-paths/chip-huyen-blog/index.md) by [Chip Huyen](https://huyenchip.com/) Chip Huyen's blog: posts on AI engineering, agents and ML system design. entity person US en - ### [CMU 10-423 GenAI](/foundations/courses-and-learning-paths/cmu-10-423-genai/index.md) by [Carnegie Mellon University](https://www.cmu.edu/) CMU 10-423/623/723 Generative AI course page (Spring 2026) with lectures and assignments. entity org US en - ### [CMU Advanced NLP (Neubig)](/foundations/courses-and-learning-paths/cmu-advanced-nlp-neubig/index.md) by [Graham Neubig (Carnegie Mellon University)](https://www.phontron.com/) Graham Neubig's CMU Advanced NLP course page (Fall 2024) with lectures and materials. entity org US en - ### [d2l-zh](/foundations/courses-and-learning-paths/d2l-zh-repo/index.md) by [Dive into Deep Learning (D2L.ai)](https://D2L.ai) d2l-zh GitHub repo: Chinese edition of Dive into Deep Learning with runnable code. entity repo China zh - ### [Datawhale GitHub org](/foundations/courses-and-learning-paths/datawhale-github-org/index.md) by [Datawhale](https://datawhale.cn) Datawhale GitHub organisation: Chinese open AI education projects such as hello-agents, happy-llm and self-llm. entity org China zh - ### [DG Translation: translation at the European Commission](/foundations/courses-and-learning-paths/dg-translation-translation-at-the-european-commission/index.md) by [European Commission (DG Translation)](https://commission.europa.eu/) European Commission DG Translation page on how it translates into all EU official languages. entity org EU en|mul - ### [ELLIS research units](/foundations/courses-and-learning-paths/ellis-research-units/index.md) by [European Laboratory for Learning and Intelligent Systems](https://ellis.eu/) ELLIS research page: research programs and units of the European machine learning network. entity org EU en - ### [Сиолошная (Telegram web preview)](/foundations/courses-and-learning-paths/entry/index.md) by [Сиолошная (Telegram web preview)](https://t.me/seeallochnaya) Web view of the Сиолошная Telegram channel by Igor Kotenkov: Russian-language news and analysis on NLP and AI. entity community RU ru [Next page](/learning-reference/intermediate/page/2/index.md) [Plain-text Markdown copy](/learning-reference/intermediate/index.md)