Train Q-learning Agent with Python – Reinforcement Learning Code Project

Welcome back to this series on reinforcement learning! As promised, in this video, we’re going to write the code to implement our first reinforcement learning algorithm. Specifically, we’ll use Python to implement the Q-learning algorithm to train an agent to play OpenAI Gym’s Frozen Lake…

AI Ethics, Strategic Decisioning and Game Theory with Osonde Osoba – TWiML Talk #192

In this episode of our Deep Learning Indaba Series, we’re joined by Osonde Osoba, Engineer at RAND Corporation and Professor at the Pardee RAND Graduate School. Osonde and I spoke on the heels of the Indaba, where he presented on AI Ethics and Policy. We…

Acoustic Word Embeddings for Low Resource Speech Processing with Herman Kamper – TWiML Talk #191

In this episode of our Deep Learning Indaba Series, we’re joined by Herman Kamper, Lecturer in the electrical and electronics engineering department at Stellenbosch University in SA and a co-organizer of the Indaba. Herman and I discuss his work on limited- and zero-resource speech recognition,…

Learning Representations for Visual Search with Naila Murray – TWiML Talk #190

In this episode of our Deep Learning Indaba series, we’re joined by Naila Murray, Senior Research Scientist and Group Lead in the computer vision group at Naver Labs Europe. Naila presented at the Indaba on computer vision, and in this discussion we explore her work…

Data Architect / Analyst at Hatchd in Perth, Western Australia 6000 | AnalyticTalent.com

We’re a pretty flexible and diverse bunch and this role is too! We’re looking for someone part time to start with and can work around your availability. Ideally you’ll be available for at least 20 hours a week during business hours. Hatchd is looking for…

Marketplace Fares – Backend Software Engineer – Uber at Uber in Seattle, Washington | AnalyticTalent.com

We’re changing the way people think about transportation. Not that long ago we were just an app to request premium black cars in a few metropolitan areas. Now we’re a part of the logistical fabric of more than 600 cities around the world. Whether it’s…

Evaluating Model Explainability Methods with Sara Hooker – TWiML Talk #189

In this, the first episode of the Deep Learning Indaba series, we’re joined by Sara Hooker, AI Resident at Google Brain. I had the pleasure of speaking with Sara in the run-up to the Indaba about her work on interpretability in deep neural networks. We…

Graph Analytic Models with Zachary Hanif – TWiML Talk #188

In this, the final episode of our Strata Data Conference series, we’re joined by Zachary Hanif, Director of Machine Learning at Capital One’s Center for Machine Learning. Zach led a session at Strata called “Network effects: Working with modern graph analytic systems,” which we had…

Data Architect / Analyst at Hatchd in Perth, Western Australia 6000 | AnalyticTalent.com

We’re a pretty flexible and diverse bunch and this role is too! We’re looking for someone part time to start with and can work around your availability. Ideally you’ll be available for at least 20 hours a week during business hours. Hatchd is looking for…

Data Architect / Analyst at Hatchd in Perth, Western Australia 6000 | AnalyticTalent.com

We’re a pretty flexible and diverse bunch and this role is too! We’re looking for someone part time to start with and can work around your availability. Ideally you’ll be available for at least 20 hours a week during business hours. Hatchd is looking for…