ML, RL and MLOps Events by Winder.AI

Up-to-date list of future events by the Winder.AI team.

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Introduction to Deep Reinforcement Learning

Introduction to Deep Reinforcement Learning

Thu Jun 15, 2023, by Phil Winder, in Reinforcement Learning, Talk

When: Thu Jun 15, 2023 at 10:20 +0200 Where: ODSC Europe (London) 2023 Abstract This tutorial is all about deep reinforcement learning. You might have heard about it in the media, from its use in generative language models (reinforcement learning from human feedback) or more directly in one of the many applications of this fascinating technology. The goal of this tutorial is to give you a hands-on-ish walkthrough of what reinforcement learning is, why we need it to be deep, and how it’s used in practice.

Online Safety Bill: How Global Platforms Use MLOps to Keep People Safe

Online Safety Bill: How Global Platforms Use MLOps to Keep People Safe

Wed Jun 28, 2023, by Phil Winder, in MLOps, Talk

When: Wed Jun 28, 2023 at 10:20 +0200 Where: GOTO Amsterdam 2023 The UK government’s communications regulator, Ofcom, commissioned Winder.AI to produce a report to improve their understanding of the end-to-end AI governance processes that support the creation and deployment of automated content classifiers used in moderating online content. Together we interviewed social media platforms and moderation technology vendors to ask them about the tools, technologies and processes that are often referred to as machine learning operations (MLOps).

Previous Events

Some of our most recent talks. You can find more on our blog.

Introduction to Deep Reinforcement Learning

When: Thu Jun 15, 2023 at 10:20 +0200 Where: ODSC Europe (London) 2023 Abstract This tutorial is all about deep reinforcement learning. You might have heard about it in the media, from its use in generative language models (reinforcement learning from human feedback) or more directly in one of the many applications of this fascinating technology. The goal of this tutorial is to give you a hands-on-ish walkthrough of what reinforcement learning is, why we need it to be deep, and how it’s used in practice.
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Online Safety Bill: How Global Platforms Use MLOps to Keep People Safe

When: Wed Jun 28, 2023 at 10:20 +0200 Where: GOTO Amsterdam 2023 The UK government’s communications regulator, Ofcom, commissioned Winder.AI to produce a report to improve their understanding of the end-to-end AI governance processes that support the creation and deployment of automated content classifiers used in moderating online content. Together we interviewed social media platforms and moderation technology vendors to ask them about the tools, technologies and processes that are often referred to as machine learning operations (MLOps).
Read more

Presentation: MLOps and the Online Safety Bill

This is a video of a presentation about the UK’s online safety bill. This places new burdens on social media companies to moderate content to keep the public safe. This video discusses how platforms are using MLOps to help operate AI solutions that allow them to scale and prevent hundreds of violating posts from being published every second.

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