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Europe 2021
Federated Learning 101 with FEDn

Federated Learning 101 with FEDn

Machine LearningModelingEurope 2021Federated Learningposted by ODSC Community May 24, 2021

Training good machine learning models requires access to good data. The problem is that most of the data in the world is not accessible to use when training machine learning models. Data cannot be moved or shared based on privacy concerns, regulatory constraints, or infrastructural reasons.... Read more
Emerging Hotspot Analysis As a Tool For Quantifying Spatial-Temporal Patterns of Deforestation

Emerging Hotspot Analysis As a Tool For Quantifying Spatial-Temporal Patterns of Deforestation

ModelingUncategorizedEurope 2021posted by ODSC Community May 21, 2021

Geospatial point patterns such as deforestation, crime, disease occurrence, and fires (among others) change across space and time. Identifying how a given geospatial phenomenon has changed over time and space can provide valuable insights into both past and emerging trends, changing landscapes and contexts. While spatial... Read more
Audio-Visual Speech Enhancement and Separation Based on Deep Learning

Audio-Visual Speech Enhancement and Separation Based on Deep Learning

Blogs from ODSC SpeakersConferencesDeep LearningModelingEurope 2021posted by ODSC Community May 21, 2021

Imagine being at a cocktail party with your friends. Although you are surrounded by other people having their own conversations and a music band is playing in the background, you are still able to engage with your friends and understand what they are saying. The reason... Read more
Saying Hello to DataFrames.jl

Saying Hello to DataFrames.jl

Blogs from ODSC SpeakersConferencesModelingDataframes.jlEurope 2021Pandasposted by ODSC Community May 20, 2021

A majority of data scientists use Python or R to perform data preparation tasks before jumping to modeling. The Julia language is a younger player in this field that promises that you will be able to do the number-crunching-intensive parts of your pipelines fast. However, the... Read more
Model Governance: A Checklist for Getting AI Safely to Production

Model Governance: A Checklist for Getting AI Safely to Production

ModelingEurope 2021Model Governanceposted by ODSC Community May 19, 2021

Putting AI models into production is notoriously difficult—and research reflects that. A NewVantage Partners survey found that the percentage of firms investing greater than $50 million in Big Data and AI initiatives is up to 64.8%, with a total of 98.8% of firms investing. Despite this,... Read more
Auto-Sklearn: AutoML in Python

Auto-Sklearn: AutoML in Python

Machine LearningModelingAutoMLEurope 2021posted by ODSC Community May 17, 2021

Machine learning is the driving force of modern technology and smart applications. While highly efficient methods and implementations are broadly available, their successful application is hard. It is hard because a myriad of design decisions have to be made correctly before an ML pipeline achieves peak... Read more
Announcing the ODSC Europe 2021 Keynotes

Announcing the ODSC Europe 2021 Keynotes

ConferencesFeatured PostEurope 2021posted by ODSC Team May 12, 2021

We’re happy to announce the ODSC Europe 2021 Keynotes – leaders in applied AI from Europe who will kick off the already expert lineup set to speak at the community-based event for data science practitioners and AI engineers. These academics, innovators, and thought leaders are leading... Read more
Final ODSC Europe 2021 Schedule Released! See it Here

Final ODSC Europe 2021 Schedule Released! See it Here

ConferencesFeatured PostEurope 2021posted by ODSC Team May 12, 2021

ODSC Europe Virtual is only a few weeks away, coming this June 8th-10th, and it’s time to start planning which talks, workshops, and training sessions you’ll be attending. So pull up your calendar and clear some time to check out the just-released full ODSC Europe 2021... Read more
Never Wait for a Job to Start Working in Data Science

Never Wait for a Job to Start Working in Data Science

Blogs from ODSC SpeakersCareer InsightsConferencesEurope 2021posted by ODSC Community May 10, 2021

You finally finished that college CS degree, completed hundreds of hours of training online, got your certifications, or simply have the skills you need to transition. The bottom line is, you are ready to start working in data science, an incredibly exciting field. And then, you... Read more
Adversarial Image Explanation Through Alibi

Adversarial Image Explanation Through Alibi

Deep LearningModelingAdversarial Image ExplanationComputer VisionEurope 2021posted by ODSC Community May 7, 2021

Deep learning-based computer vision has plenty of real-life applications. In particular, Convolutional Neural Network (CNN) architectures are commonly used across multiple CV tasks as they have high accuracy. But their strength leads also to a weakness point, as a little perturbation to an input image/frame can... Read more
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