--- id: "/foundations/courses-and-learning-paths/page/6/" title: "Courses And Learning Paths: 179 curated resources · page 6" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/foundations/courses-and-learning-paths/page/6/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Courses And Learning Paths: 179 curated resources Curated material on courses and learning paths within foundations. [Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md) 179 resources · page 6 of 6 - ### [arXiv cs.AI recent](/foundations/courses-and-learning-paths/arxiv-cs-ai-recent/index.md) Creator not supplied; see original source. arXiv listing of recent papers in the cs.AI (Artificial Intelligence) category. Advanced–Expert · unknown · unknown resource · en - ### [Attention Is All You Need](/foundations/courses-and-learning-paths/attention-is-all-you-need/index.md) Creator not supplied; see original source. arXiv paper (2017) "Attention Is All You Need", introducing the Transformer architecture. Advanced · unknown · unknown resource · en - ### [Convex Optimization](/foundations/courses-and-learning-paths/convex-optimization/index.md) Creator not supplied; see original source. Boyd and Vandenberghe's Convex Optimization book site with free PDF, slides and exercises. Advanced · unknown · unknown resource · en - ### [Kraken](/foundations/courses-and-learning-paths/kraken/index.md) Creator not supplied; see original source. Kraken documentation: open-source text recognition system for historical and non-Latin scripts. Advanced · unknown · unknown resource · en - ### [Language Models are Few-Shot Learners](/foundations/courses-and-learning-paths/language-models-are-few-shot-learners/index.md) Creator not supplied; see original source. arXiv paper (2020) "Language Models are Few-Shot Learners", introducing GPT-3 and in-context few-shot learning. Advanced · unknown · unknown resource · en - ### [OpenNMT](/foundations/courses-and-learning-paths/opennmt/index.md) Creator not supplied; see original source. OpenNMT site: open-source ecosystem for neural machine translation with training and deployment tools. Advanced · unknown · unknown resource · en - ### [pgmpy](/foundations/courses-and-learning-paths/pgmpy/index.md) Creator not supplied; see original source. pgmpy documentation: Python library for probabilistic graphical models and causal inference. Advanced · unknown · unknown resource · en - ### [Pyro](/foundations/courses-and-learning-paths/pyro/index.md) Creator not supplied; see original source. Pyro: deep probabilistic programming library on PyTorch with inference tutorials. Advanced · unknown · unknown resource · en - ### [Scaling Laws for Neural Language Models](/foundations/courses-and-learning-paths/scaling-laws-for-neural-language-models/index.md) Creator not supplied; see original source. arXiv paper (2020) "Scaling Laws for Neural Language Models", measuring power-law scaling of language model loss with size, data and compute. Advanced · unknown · unknown resource · en - ### [scvi-tools](/foundations/courses-and-learning-paths/scvi-tools/index.md) Creator not supplied; see original source. scvi-tools: library of probabilistic deep generative models for single-cell omics data. Advanced · unknown · unknown resource · en - ### [Switch Transformers](/foundations/courses-and-learning-paths/switch-transformers/index.md) Creator not supplied; see original source. arXiv paper (2021) introducing Switch Transformers, sparse mixture-of-experts models scaled to a trillion parameters. Advanced · unknown · unknown resource · en - ### [AWQ](/foundations/courses-and-learning-paths/awq/index.md) Creator not supplied; see original source. arXiv paper (2023) introducing AWQ, activation-aware weight quantization for LLM compression. Expert · unknown · unknown resource · en - ### [ELIS 2025 report (European Language Industry Survey)](/foundations/courses-and-learning-paths/elis-2025-report-european-language-industry-survey/index.md) Creator not supplied; see original source. European Language Industry Survey 2025 report (PDF) on trends, including AI, in the translation industry. Expert · unknown · unknown resource · en - ### [GPTQ](/foundations/courses-and-learning-paths/gptq/index.md) Creator not supplied; see original source. arXiv paper (2022) introducing GPTQ, accurate post-training weight quantization for generative transformers. Expert · unknown · unknown resource · en - ### [HBS: Navigating the Jagged Technological Frontier (BCG study)](/foundations/courses-and-learning-paths/hbs-navigating-the-jagged-technological-frontier-bcg-study/index.md) Creator not supplied; see original source. Harvard Business School working paper Navigating the Jagged Technological Frontier: field experiment with BCG consultants using GPT-4. Expert · unknown · unknown resource · en - ### [Mem0 paper](/foundations/courses-and-learning-paths/mem0-paper/index.md) Creator not supplied; see original source. arXiv paper (2025) introducing Mem0, scalable long-term memory for production AI agents, with benchmarks. Expert · unknown · unknown resource · en - ### [Olmo 3 technical report](/foundations/courses-and-learning-paths/olmo-3-technical-report/index.md) Creator not supplied; see original source. arXiv paper (2025) Olmo 3 technical report on Ai2's fully open 7B and 32B models. Expert · unknown · unknown resource · en - ### [Smol Training Playbook (Hugging Face Space)](/foundations/courses-and-learning-paths/smol-training-playbook-hf/index.md) Creator not supplied; see original source. Hugging Face Smol Training Playbook: end-to-end account of training the SmolLM3 model, including failures and decisions. Expert · unknown · unknown resource · en - ### [Stanford CS336 Language Modeling from Scratch](/foundations/courses-and-learning-paths/stanford-cs336-language-modeling-from-scratch/index.md) Creator not supplied; see original source. Stanford CS336 Language Modeling from Scratch course site with schedule, lectures and assignments on building LLMs. Expert · unknown · unknown resource · en [Previous page](/foundations/courses-and-learning-paths/page/5/index.md) [Plain-text Markdown copy](/foundations/courses-and-learning-paths/page/6/index.md)