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Articles, nouvelles et annonces

Awesome MLOps
An awesome list of references for MLOps - Machine Learning Operations.

Amazon Autogluon: AutoML Toolkit for Deep Learning
AutoGluon automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data.

Google Cloud’s new BigQuery Omni will let developers query data in GCP, AWS and Azure
Powered by Google Cloud’s Anthos hybrid-cloud platform, BigQuery Omni allows developers to use the BigQuery engine to analyze data that sits in multiple clouds, including those of Google Cloud competitors like AWS and Microsoft Azure — though for now, the service only supports AWS, with Azure support coming later.

PDF Table Extraction with Keras-RetinaNet
Build a parser to extract the table in PDF document with RetinaNet

Voila Dashboard: Rendering of live Jupyter notebooks with interactive widgets
Voilà turns Jupyter notebooks into standalone web applications. Unlike the usual HTML-converted notebooks, each user connecting to the Voilà tornado application gets a dedicated Jupyter kernel which can execute the callbacks to changes in Jupyter interactive widgets.

Événements

Google Cloud Next OnAir
Tuesday 21 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.

3rd Virtual Python For Finance Meetup
Wednesday 22 July 2020 @ 11:00
TALK 1: How to Create a Sustainable and Risk Optimized Portfolio. Combining a Markowitz Model with Monte Carlo Simulations and different risk measures applied on a sustainable stocks universe, we show you how we created a portfolio. TALK 2: Forecasting Stock Market Data with AI.

Personal analytics with SQLite and Datasette
Wednesday 22 July 2020 @ 19:00
Big internet companies collect a bewildering array of data about us - and thanks to the European GDPR law they all have to provide an export button to let us get it back out again. Converting these exports into SQLite databases lets us start exploring them with Datasette. I've been building a suite of open source tools, called Dogsheep, to gather my personal data from a variety of different sources and analyze them in one place.

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.

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.