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The papers, documentation, courses and practitioner writing cited in this edition, with the pages that use each link. Listing a source does not endorse every claim in it. The edition date does not mean each source was independently checked on that date.
354 sources
Download the inventory as JSON ↓https://academy.claude.com/courses/building-with-the-claude-api
https://aclanthology.org/2024.emnlp-industry.66/
https://agentskills.io/home
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https://ailab.criteo.com/criteo-uplift-prediction-dataset/
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https://archive.ics.uci.edu/dataset/563/iranian+churn+dataset
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https://arxiv.org/abs/1103.4601
https://arxiv.org/abs/1108.4142
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https://arxiv.org/abs/1803.09010
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https://arxiv.org/abs/1810.08240
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https://arxiv.org/abs/1911.02768
https://arxiv.org/abs/2009.00148
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https://arxiv.org/abs/2106.09685
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https://arxiv.org/abs/2309.06180
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https://arxiv.org/abs/2406.13352
https://arxiv.org/abs/2501.12948
https://arxiv.org/abs/2502.05167
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https://arxiv.org/abs/2506.07918
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https://arxiv.org/abs/2510.15821
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https://arxiv.org/abs/2602.11139
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https://arxiv.org/abs/2602.16666
https://arxiv.org/abs/2603.05451
https://arxiv.org/abs/2603.21485
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https://arxiv.org/abs/2605.15133
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https://arxiv.org/abs/2606.04564
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https://arxiv.org/abs/2606.18750
https://arxiv.org/abs/2606.30410
https://arxiv.org/abs/2607.02206
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https://arxiv.org/abs/2607.08849v2
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https://arxiv.org/abs/2608.00915
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https://arxiv.org/abs/2608.11560
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https://arxiv.org/abs/2608.28382
https://arxiv.org/abs/2609.17895
https://arxiv.org/abs/2609.23718
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https://arxiv.org/abs/2609.39982
https://arxiv.org/html/2606.30410v1
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https://community.ibm.com/community/user/blogs/steven-macko/2019/07/11/telco-customer-churn-1113
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https://docs.pytorch.org/docs/2.14/generated/torch.nn.CrossEntropyLoss.html
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https://docs.vllm.ai/en/stable/features/speculative_decoding/
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https://doi.org/10.1111/j.1467-9280.2006.01693.x
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https://doi.org/10.1145/2433396.2433413
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https://genai.owasp.org/resource/owasp-genai-llm-top-10-2026/
https://gist.github.com/veekaybee/be375ab33085102f9027853128dc5f0e
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https://github.com/google-research/timesfm
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https://github.com/humanlayer/12-factor-agents
https://github.com/karpathy/nanochat
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https://github.com/ossu/computer-science
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https://github.com/pytorch/pytorch/blob/main/CONTRIBUTING.md
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https://github.com/santoshshinde2012/ai-ml-ground-truth/issues/new?template=correction.yml
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https://hamel.dev/blog/posts/evals/
https://hiringlab.indeed.com/2026/07/08/ai-and-job-postings-from-destruction-to-creation/
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https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/
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https://hiringlab.indeed.com/2026/09/17/ai-exposure-isnt-squeezing-advertised-pay-in-the-us-its-boosting-it/
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https://huggingface.co/amazon/chronos-2
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https://huggingface.co/docs/hub/spaces-overview
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https://huggingface.co/docs/peft/index
https://huggingface.co/docs/safetensors/index
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https://huggingface.co/docs/transformers/grad_accumulation
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https://huggingface.co/docs/trl/grpo_trainer
https://huggingface.co/docs/trl/index
https://huggingface.co/jingang/TabICL
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https://huggingface.co/learn/agents-course
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https://huggingface.co/learn/context-course
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https://huggingface.co/learn/llm-course/chapter1/1
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https://huggingface.co/learn/mcp-course/en/unit0/introduction
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https://huggingface.co/learn/smol-course/en/unit0/1
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https://huyenchip.com/books/
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https://imbalanced-learn.org/stable/common_pitfalls.html
https://inria.github.io/scikit-learn-mooc/
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https://introtodeeplearning.com/
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https://jakevdp.github.io/PythonDataScienceHandbook/
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https://jalammar.github.io/illustrated-transformer/
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https://journals.sagepub.com/doi/10.1177/0956797614535810
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https://journals.sagepub.com/doi/10.1177/0956797618769891
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https://journals.sagepub.com/doi/10.1509/jmr.16.0163
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https://karpathy.ai/zero-to-hero.html
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https://karpathy.github.io/2019/04/25/recipe/
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https://karpathy.github.io/2026/02/12/microgpt/
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https://keras.io/guides/custom_train_step_in_torch/
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https://kevinheavey.github.io/modern-polars/
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https://langfuse.com/docs
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https://learn.github.com/skills
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https://learn.microsoft.com/en-us/xandr/data-science-toolkit/incrementality
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https://learngitbranching.js.org/
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https://lifelines.readthedocs.io/en/latest/fitters/univariate/AalenJohansenFitter.html
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https://lightgbm.readthedocs.io/en/latest/Parameters.html
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https://lightgbm.readthedocs.io/en/stable/
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https://lightgbm.readthedocs.io/en/stable/Advanced-Topics.html
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https://marimo.io/
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https://missing.csail.mit.edu/
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