The Pragmatic Programmer for Machine Learning
The Pragmatic Programmer for Machine Learning Engineering Analytics and Data Science Solutions Marco Scutari, Mauro Malvestio 2023-04-22 Preface Pitching new ideas by prefacing them with quotes like “Data scientist: the sexiest job of the 21st century” (Harvard Business Review 2012) or “Data is the new oil” (The Economist 2017) has become such a cliché that any audience (in business and academia a
機械学習 PoC と本番運用のあいだ - Qiita
English version is here: (https://koyaaarr.medium.com/between-machine-learning-poc-and-production-618502abef86) はじめに 機械学習を使った PoC(Proof of Concept; 効果検証)は、近頃の AI ブームを受けて盛んに行われていることと思います。そしてその後、(とても幸運なことに、)PoC で良い結果を得られた場合、PoC の仕組みを本番運用したいという話が持ち上がります。しかしながら、探索的データ分析や予測モデルの作成などは多くの知見が共有されている一方、それらを運用していくための知見はまだあまり多くないように思います。 本記事では、PoC から本番運用へと移行するあいだに、技術的には何が必要なのかを検討していきます。機械学習 PoC が一過性のまま終わらず、本番
LF AI & Data Landscape
LF AI & Data Foundation Interactive Landscape The LF AI & Data Foundation landscape (png, pdf) is dynamically generated below. It is modeled after the CNCF landscape and based on the same open source code. Please open a pull request to correct any issues. Greyed logos are not open source. Last Updated: 2024-09-11T07:29:18.
The Institute for Ethical AI & Machine Learning
The Institute for Ethical AI & Machine Learning is a Europe-based research centre that develops frameworks that support the responsible development, deployment and operation of machine learning systems. We are formed by cross functional teams of volunteers including leaders in technology, machine learning, industry, policy and academia (STEM, Humanities and Social Sciences). Contact us or join
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GitHub - ml-tooling/best-of-ml-python: 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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