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Federated Learning

2021 Top Trending Machine Learning Topics

Machine Learning Modeling cybersecurity Federated Learning Meta-Learning MLOps nlu Real-Time TensorFlowposted by Sheamus McGovern July 27, 2021

Thanks to insights from our ODSC West researchers, attendees, and instructors we’ve pulled together some of the trending machine learning topics of 2021. We’re excited to host some of the leading experts and top contributors in each of these topics. Here are a few of our... Read more

Federated Learning 101 with FEDn

Machine Learning Modeling Europe 2021 Federated 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

How You Can Use Federated Learning for Security & Privacy

Machine Learning Modeling Federated Learningposted by Daniel Gutierrez, ODSC May 25, 2020

This article is an extension of my previous article “What is Federated Learning.” I will focus on how you can use Federated Learning for Security and Privacy. We’re seeing an increased focus and effort by consumers and policymakers toward enhancing privacy related to the collection and... Read more

What is Federated Learning?

Featured Post Machine Learning Modeling Federated Learningposted by Daniel Gutierrez, ODSC March 18, 2020

The field of machine learning is constantly evolving, sometimes slowly, and at other times we experience the tech equivalent of the Cambrian Explosion with rapid advance that makes a good many data scientists experience a serious case of imposter syndrome. Take the case of a new... Read more

2021 Top Trending Machine Learning Topics

Federated Learning 101 with FEDn

How You Can Use Federated Learning for Security & Privacy

What is Federated Learning?

MakeBlobs + Fictional Synthetic Data A New(ish) Use Case

8 Tools to Protect Sensitive Data from Unintended Leakage

Space-Time Hotspots: How to Unlock a New Dimension of Insights