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Articles, nouvelles et annonces

New Features in Python 3.9 You Should Know About
Release of Python 3.9 is still quite a while away (5.10.2020), but with the last alpha (3.9.0a5) release out and first beta in near future, it feels like it's time to see what new features, improvements and fixes we can expect and look forward to.

Interactive Graph Visualization in Jupyter with ipycytoscape
The Jupyter widgets ecosystem offers a broad variety of data visualization tools for exploratory analysis in the notebook. However, we lack a good story for exploratory graph visualization. Cytoscape is an open-source software platform for visualizing complex networks and integrating these with any type of attribute data.

Des dizaines de présentations du Pycon US 2020 sont disponibles en ligne
Appuyez sur ce lien pour voir la liste complète. Vous trouverez également une sélection de ces présentations dans les liens ci-bas.

[Pycon US 2020] Implementing Ethics: Developing Trustworthy AI
Ethics discussions abound, but translating “do no harm” into our work is frustrating at best, and obfuscatory at worst. We can agree that keeping humans safe and in control is important, but implementing ethics is intimidating work. Learn how to wield your preferred technology ethics code to make an AI system that is accountable, de-risked, respectful, secure, honest and usable. The presenter will introduce the topic of ethics and then step through a user experience (UX) framework to guide AI development teams successfully through this process.

[Pycon US 2020] Small Big Data: using NumPy and Pandas when your data doesn't fit in memory
Your data is too big to fit in memory—loading it crashes your program—but it’s also too small for a complex Big Data cluster. How to process your data simply and quickly? In this talk you’ll learn the basic techniques for dealing with Small Big Data: money, compression, batching, and indexing. You’ll specifically learn how to apply these techniques to NumPy and Pandas, but you’ll also learn the key concepts you can apply to other libraries and the specifics of your particular data.

[Pycon US 2020] Facebook: Machine Learning on Encrypted Data with CrypTen
CrypTen is a machine learning framework built on PyTorch that enables you to easily study and develop machine learning models using secure computing techniques. CrypTen allows you to develop models with the PyTorch API while performing computations on encrypted data – without revealing the protected information. Different parties can contribute information to the model or measurement without revealing what they contributed.

The Data Scientist's Toolbox - by Moad HANI
Un data scientist a compilé plusieurs GB de ressources dans un Google Drive, qui est gracieusement ouvert à tous.

Événements

[ONLINE] Université Laval: Tout sur la maîtrise professionnelle en informatique - IA
Tuesday 05 May 2020 @ 10:00
Au travers de ce webinaire à l'intention des étudiants comme des professionnels, le scientifique de l'IA Camille Besse rappellera brièvement le cursus et les différentes orientations d'une maitrise professionnelle en informatique spécialisée en intelligence artificielle, les préalables souhaitables, les cursus et les débouchées possibles.

AWS Summit Online US & Canada
Wednesday 13 May 2020 @ 12:00
The AWS Summit Online is a free online event designed to bring the cloud computing community together to connect, collaborate, and learn about AWS. Learn how to choose the right database, modernize your data warehouse, and drive digital transformation using AI. Sessions are delivered by AWS subject matter experts and whether you are new to the cloud or an experienced user, you can learn something new at the AWS Summit Online.

[ONLINE] DataOps.NEXT Hitachi Vantara Virtual Conference
Thursday 14 May 2020 @ 09:00
Solve your complex data management issues with fresh and practical insights from this no cost one-day virtual conference. Join us for the latest insights on how to unleash DataOps across your entire data lifecycle - onboarding and preparation, governance and agility, data fabric optimization, and analytics and machine learning.

[ONLINE] The Geometry of Money and the Perils of Parameterization
Thursday 14 May 2020 @ 13:00
Speaker: Bruno Dupire, Head of Quantitative Research at Bloomberg. Presented by SIAM (Society for Industrial and Applied Mathematics).

[ONLINE] IBM User Group Days - Community Event
Tuesday 19 May 2020 @ 08:00
We are uniting over a dozen IBM User Groups for a 2-day virtual conference with 6 tracks each day featuring lessons, demos, keynotes, feedback sessions, expert advice, and more. Choose from a comprehensive selection of sessions presented by IBM professionals, partners, customers, and users from around the world who are excited to share their knowledge and expertise with you.