Find here a selection of useful links related to my interest.
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Artificial Intelligence and Data Analytics
- A4Q AI and Software Testing Syllabus (1.0.) A4Q AI and Software Testing Syllabus - Testing AI Services in Production
- AlgorithmWatch AlgorithmWatch is a non-profit research and advocacy organization that is committed to watch, unpack and analyze automated decision-making (ADM) systems and their impact on society.
- An Introduction to Quantum Machine Learning for Engineers An Introduction to Quantum Machine Learning for Engineers
- Cirq – Quantum Computing Library An open source framework for programming quantum computers
- CodeCarbon Estimate and track carbon emissions from your compute, quantify and analyze their impact.
- Confident Learning: Estimating Uncertainty in Dataset Labels Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang: Confident Learning: Estimating Uncertainty in Dataset Labels, 2021
- Continuous Delivery for Machine Learning (CD4ML) Continuous Delivery for Machine Learning (CD4ML)
- Continuous Machine Learning (CML) (Tool) Continuous Machine Learning (CML) (Tool)
- Data Version Control (Tool) Data Version Control (DVC) is an open source data versioning tool that versions metadata in GIT and the data can reside in any type of storage
- Deep Universal Probabilistic Programming – Pyro.ai (Library)
- Edward – A library for probabilistic modeling, inference, and criticism Edward - A library for probabilistic modeling, inference, and criticism
- Energy and Policy Considerations for Deep Learning in NLP Emma Strubell, Ananya Ganesh, Andrew McCallum: Energy and Policy Considerations for Deep Learning in NLP
- European Expert Group on Artificial Intelligence (AI): Trustworthy AI European Expert Group on Artificial Intelligence (AI): Trustworthy AI
- Failure Modes in Machine Learning Systems Ram Shankar Siva Kumar and David O Brien and Kendra Albert and Salomé Viljöen and Jeffrey Snover: Failure Modes in Machine Learning Systems, 2019, Arxiv, 1911.11034
- Google Model Search – AutoML Google Model Search - AutoML
- H2O.ai – open source artificial intelligence platform H2O.ai - open source artificial intelligence platform
- HadoopCryptoLedger Blockchain analytics software for all popular Big Data platforms, such as Flink, Spark, Hive and Hadoop
- HadoopOffice HadoopOffice - Process office documents, such as Excel, on Big Data platforms, such as Flink, Spark, Hive and Hadoop
- Hidden Technical Debt in Machine Learning Systems Hidden Technical Debt in Machine Learning Systems by Google
- LF AI & Data Foundation Interactive Landscape Linux Foundation Artificial Intelligence & Data Foundation Interactive Landscape
- On the Opportunities and Risks of Foundation Models Center for Research on Foundation Models (CRFM): On the Opportunities and Risks of Foundation Models
- Out of Distribution Generalization in Machine Learning Out of Distribution Generalization in Machine Learning
- QGIS – A Free and Open Source Geographic Information System QGIS - A Free and Open Source Geographic Information System
- The Benchmark Lottery Mostafa Dehghani, Yi Tay, Alexey A. Gritsenko, Zhe Zhao, Neil Houlsby, Fernando Diaz, Donald Metzler, Oriol Vinyals: The Benchmark Lottery
- The Principles of Deep Learning Theory Daniel A. Roberts, Sho Yaida, Boris Hanin: The Principles of Deep Learning Theory
- Users & Machine Learning-based Curation Systems
- Z-Inspection: A process to assess trustworthy AI Z-Inspection: A process to assess trustworthy AI