Montreal Data

Articles, nouvelles et annonces

TensorFlow 2 meets the Object Detection API
Over the last year we’ve been migrating our TF Object Detection API models to be TensorFlow 2 compatible. If you are a frequent visitor to the Object Detection API GitHub repository, you may have already seen bits and pieces of these new models. Our codebase offers tight Keras integration, access to distribution strategies, easy debugging with eager execution; all the goodies that one might expect from a TensorFlow 2 codebase.

Machine Learning Toolbox
This page contains useful libraries I’ve found when working on Machine Learning projects. The libraries are organized by phases of a typical Machine Learning project: Data, Exploration, Feature Engineering, Modeling, Validation, Optimization and Production.

SciPy 2020 Machine Learning
Les 10 présentations de la track Machine Learning de la conférence Scipy 2020 sont maintenant en ligne.

A new way to train AI systems could keep them safer from hackers
One of the greatest unsolved flaws of deep learning is its vulnerability to so-called adversarial attacks. Bo Li and her colleagues at the University of Illinois at Urbana-Champaign are now proposing a new method for training such deep-learning systems to be more failproof and thus trustworthy in safety-critical scenarios.

Dataprep
Dataprep lets you prepare your data using a single library with a few lines of code.

Événements

Airflow Summit 2020
Monday 13 July 2020 @ 12:00
Welcome to the first online conference for Apache Airflow developers. Join us from all over the world to find out how Airflow is being used by leading companies, what is its roadmap and how you can participate in its development.

Google Cloud Next OnAir
Tuesday 14 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.

Open Data Science Conference: Applied AI
Wednesday 15 July 2020 @ 10:00
4 Unique Tracks Tailored to Your Role: Data scientist, Software engineer, MLOps & DevOps and Business Analyst.

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.