Édition #23 du lundi 27 juillet 2020.


Bonne semaine!

Félix


🏆 Lien le plus populaire la semaine dernière: An awesome list of references for MLOps - Machine Learning Operations


Articles, nouvelles et annonces

Le Devoir: Après le choc de la COVID-19 viendra celui de l’automatisation
Tout porte à croire que le choc économique provoqué par la pandémie de coronavirus accélérera l’adoption des nouvelles technologies d’automatisation. Or, les travailleurs les plus durement touchés risquent fort d’être généralement les mêmes dans les deux cas.


BCG: Shifting AI Software Development into High Gear
BCG’s experience with more than 500 analytics projects in the public and private sectors demonstrates that the key factors for delivering AI products successfully—with speed to market and stable software—are mainly related to team dynamics.


RBC and Borealis AI announce new AI private cloud platform, developed with Red Hat and NVIDIA
The private AI cloud can run thousands of simulations and analyze millions of data points in a fraction of the time that it could before, the bank says. As a result, it expects to transform the customer banking experience with a new generation of smart applications. And that’s just the beginning.


Vidéo [48m]: Validate and Monitor Your AI and Machine Learning Models
Présentation d'Olivier Blais (Moov AI): "You’ve created a wicked AI or machine learning model that changes the way you do business. Good job. But how do you validate your model and monitor it in the long run?"


Introducing Microsoft Dataflex, a new low-code data platform for Microsoft Teams
Microsoft Dataflex delivers a built-in, low-code data platform for Teams, and provides relational data storage, rich data types, enterprise grade governance, and one-click solution deployment. Microsoft Dataflex enables everyone to easily build and deploy apps and intelligent chatbots in Teams with Microsoft Power Apps and Microsoft Power Virtual Agents.


Advanced SQLAlchemy Features You Need To Start Using
If you are Python developer and you work with SQL databases, then SQLAlchemy is most likely a library you are familiar with. It's powerful, yet flexible toolkit for working with SQL in Python with lots of features. Some of these features like ORM and basic queries are common knowledge, but there are quite a few features you might not know about and should definitely be taking advantage of.


Événements

OpML 2020: USENIX Conference on Operational Machine Learning
Monday 27 July 2020 @ 09:00
The 2020 USENIX Conference on Operational Machine Learning (OpML '20) is dedicated to operational machine learning and variants such as deep learning and reinforcement learning. The conference focuses on the final stage of deploying machine learning into production and managing its subsequent continuous lifecycle. OpML '20 will take place as a series of virtual events, free of charge and open to everyone, during the weeks of July 27 and August 3.


Google Cloud Next OnAir
Tuesday 28 July 2020 @ 09:00
La conférence annuelle de Google Cloud sera en ligne cette année. Celle-ci se tiendra sur 9 semaines avec un thème différent à chaque semaine, incluant: Data Analytics, Cloud AI, Data Management & Databases, et plus encore.


Camp iA - Conférence - IBM
Thursday 30 July 2020 @ 16:30
IBM présentera une démonstration de la plateforme technologique "Power Ai Vision" utilisée dans l'usine de Bromont depuis quelques années, puis ils discuteront de l'accessiblité de la technologie pour les jeunes.


Interpretable Machine Learning for Enterprise Applications
Thursday 06 August 2020 @ 14:00
How to extract important insights from the models? Which features might have a great impact on the model predictions? Join us on Thursday, August 6 at 11:00 am PDT/ 14:00 pm EDT to get the answers to these and many other questions. Hear from industry experts how leading companies are leveraging Interpretable Machine Learning for Enterprise Applications.