https://raw.githubusercontent.com/Olshansk/rss-feeds/main/feeds/feed_hamel.xml Applied AI engineering, machine learning, and data science http://www.rssboard.org/rss-specification python-feedgen en Sat, 20 Dec 2025 03:26:21 +0000 https://medium.com/airbnb-engineering/automated-machine-learning-a-paradigm-shift-that-accelerates-data-scientist-productivity-airbnb-f1f8a10d61f8 Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb https://medium.com/airbnb-engineering/automated-machine-learning-a-paradigm-shift-that-accelerates-data-scientist-productivity-airbnb-f1f8a10d61f8 Wed, 10 May 2017 00:00:00 +0000 https://medium.com/towards-data-science/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5 How Docker Can Help You Become A More Effective Data Scientist https://medium.com/towards-data-science/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5 Sat, 16 Dec 2017 00:00:00 +0000 https://towardsdatascience.com/how-to-create-data-products-that-are-magical-using-sequence-to-sequence-models-703f86a231f8 How To Create Magical Data Products Using Sequence-to-Sequence Models https://towardsdatascience.com/how-to-create-data-products-that-are-magical-using-sequence-to-sequence-models-703f86a231f8 Thu, 18 Jan 2018 00:00:00 +0000 https://medium.com/@hamelhusain/semantic-code-search-3cd6d244a39c How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning https://medium.com/@hamelhusain/semantic-code-search-3cd6d244a39c Tue, 29 May 2018 00:00:00 +0000 https://medium.com/@hamelhusain/mlapp-419f90e8f007?source=friends_link&sk=760e18a2d6e60999d7eb2887352a92a8 How to Automate Tasks on GitHub With Machine Learning for Fun and Profit https://medium.com/@hamelhusain/mlapp-419f90e8f007?source=friends_link&sk=760e18a2d6e60999d7eb2887352a92a8 Wed, 10 Apr 2019 00:00:00 +0000 https://arxiv.org/abs/1909.09436 CodeSearchNet Challenge: Evaluating the State of Semantic Code Search https://arxiv.org/abs/1909.09436 Fri, 20 Sep 2019 00:00:00 +0000 https://python.hamel.dev/concurrency/ Python Concurrency: The Tricky Bits https://python.hamel.dev/concurrency/ Wed, 05 Feb 2020 00:00:00 +0000 https://fastpages.fast.ai/fastpages/jupyter/2020/02/21/introducing-fastpages.html Introducing fastpages, An easy to use blogging platform with extra features for Jupyter Notebooks. https://fastpages.fast.ai/fastpages/jupyter/2020/02/21/introducing-fastpages.html Fri, 21 Feb 2020 00:00:00 +0000 https://fastpages.fast.ai/actions/markdown/2020/03/06/fastpages-actions.html GitHub Actions: Providing Data Scientists With New Superpowers. https://fastpages.fast.ai/actions/markdown/2020/03/06/fastpages-actions.html Fri, 06 Mar 2020 00:00:00 +0000 https://blog.kubeflow.org/mlops/ Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes https://blog.kubeflow.org/mlops/ Tue, 01 Sep 2020 00:00:00 +0000 https://fastpages.fast.ai/fastcore fastcore: An Underrated Python Library https://fastpages.fast.ai/fastcore Tue, 01 Sep 2020 00:00:00 +0000 https://github.blog/2020-11-20-nbdev-a-literate-programming-environment-that-democratizes-software-engineering-best-practices/ Nbdev: A literate programming environment that democratizes software engineering best practices https://github.blog/2020-11-20-nbdev-a-literate-programming-environment-that-democratizes-software-engineering-best-practices/ Fri, 20 Nov 2020 00:00:00 +0000 https://github.blog/2020-12-18-learn-about-ghapi-a-new-third-party-python-client-for-the-github-api/ ghapi, a new third-party Python client for the GitHub API https://github.blog/2020-12-18-learn-about-ghapi-a-new-third-party-python-client-for-the-github-api/ Fri, 18 Dec 2020 00:00:00 +0000 https://outerbounds.com/blog/notebooks-in-production-with-metaflow/ Notebooks in production with Metaflow https://outerbounds.com/blog/notebooks-in-production-with-metaflow/ Wed, 09 Feb 2022 00:00:00 +0000 https://www.fast.ai/2022/07/28/nbdev-v2/ nbdev + Quarto: A new secret weapon for productivity https://www.fast.ai/2022/07/28/nbdev-v2/ Thu, 28 Jul 2022 00:00:00 +0000 https://hamel.dev/./blog/posts/k8s/index.html Why Should ML Engineers Learn Kubernetes? https://hamel.dev/./blog/posts/k8s/index.html Mon, 16 Jan 2023 00:00:00 +0000 https://hamel.dev/notes/llm/inference/inference.html Optimizing LLM latency https://hamel.dev/notes/llm/inference/inference.html Sun, 15 Oct 2023 00:00:00 +0000 https://hamel.dev/notes/llm/inference/big_inference.html vLLM & Large Models https://hamel.dev/notes/llm/inference/big_inference.html Sat, 28 Oct 2023 00:00:00 +0000 https://hamel.dev/notes/llm/finetuning/data_cleaning.html Tools for curating LLM Data https://hamel.dev/notes/llm/finetuning/data_cleaning.html Wed, 15 Nov 2023 00:00:00 +0000 https://hamel.dev/./notes/llm/finetuning/tokenizer_gotchas.html Tokenization Gotchas https://hamel.dev/./notes/llm/finetuning/tokenizer_gotchas.html Sun, 17 Dec 2023 00:00:00 +0000 https://hamel.dev/./blog/posts/dokku/index.html Dokku: my favorite personal serverless platform https://hamel.dev/./blog/posts/dokku/index.html Tue, 09 Jan 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/axolotl/index.html How To Debug Axolotl https://hamel.dev/./blog/posts/axolotl/index.html Thu, 11 Jan 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/prompt/index.html Fuck You, Show Me The Prompt. https://hamel.dev/./blog/posts/prompt/index.html Wed, 14 Feb 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/fine_tuning_valuable.html Is Fine-Tuning Still Valuable? https://hamel.dev/./blog/posts/fine_tuning_valuable.html Wed, 27 Mar 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/evals/index.html Your AI Product Needs Evals https://hamel.dev/./blog/posts/evals/index.html Fri, 29 Mar 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/drift/index.html Debugging AI With Adversarial Validation https://hamel.dev/./blog/posts/drift/index.html Fri, 12 Apr 2024 00:00:00 +0000 https://applied-llms.org/ What We’ve Learned From A Year of Building with LLMs https://applied-llms.org/ Sat, 01 Jun 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/course/index.html An Open Course on LLMs, Led by Practitioners https://hamel.dev/./blog/posts/course/index.html Mon, 29 Jul 2024 00:00:00 +0000 https://hamel.dev/notes/fasthtml/concurrency.html Concurrency Foundations For FastHTML https://hamel.dev/notes/fasthtml/concurrency.html Thu, 10 Oct 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/llm-judge/index.html Using LLM-as-a-Judge For Evaluation: A Complete Guide https://hamel.dev/./blog/posts/llm-judge/index.html Tue, 29 Oct 2024 00:00:00 +0000 https://hamel.dev/./blog/posts/audience/index.html Building an Audience Through Technical Writing: Strategies and Mistakes https://hamel.dev/./blog/posts/audience/index.html Sat, 30 Nov 2024 00:00:00 +0000 https://www.answer.ai/posts/2024-12-13-nbsanity.html nbsanity - Share Notebooks as Polished Web Pages in Seconds https://www.answer.ai/posts/2024-12-13-nbsanity.html Fri, 13 Dec 2024 00:00:00 +0000 https://www.answer.ai/posts/2025-01-08-devin.html Thoughts On A Month With Devin https://www.answer.ai/posts/2025-01-08-devin.html Sun, 19 Jan 2025 00:00:00 +0000 https://hamel.dev/./blog/posts/field-guide/index.html A Field Guide to Rapidly Improving AI Products https://hamel.dev/./blog/posts/field-guide/index.html Mon, 24 Mar 2025 00:00:00 +0000 https://hamel.dev/./notes/llm/evals/inspect.html Inspect AI, An OSS Python Library For LLM Evals https://hamel.dev/./notes/llm/evals/inspect.html Mon, 23 Jun 2025 00:00:00 +0000 https://hamel.dev/./notes/llm/rag/not_dead.html Stop Saying RAG Is Dead https://hamel.dev/./notes/llm/rag/not_dead.html Fri, 11 Jul 2025 00:00:00 +0000 https://hamel.dev/./blog/posts/eval-tools/index.html Selecting The Right AI Evals Tool https://hamel.dev/./blog/posts/eval-tools/index.html Wed, 01 Oct 2025 00:00:00 +0000 https://hamel.dev/./blog/posts/evals-faq/index.html LLM Evals: Everything You Need to Know https://hamel.dev/./blog/posts/evals-faq/index.html Wed, 17 Dec 2025 00:00:00 +0000