WORKSHOP: MACHINE LEARNING IN PRODUCTION

We're excited to turn our focus to Machine Learning in production environments with a workshop by Adam Gibson, Co-Founder and CTO of Skymind, a SF/Tokyo-based AI Startup specialized in production-level Machine Learning and Deep Learning for industry. This workshop covered the first steps of deploying machine learning models to production, with a strong focus on … Continue reading WORKSHOP: MACHINE LEARNING IN PRODUCTION

INTRO TO REINFORCEMENT LEARNING

We finally kicked off our MLT Reinforcement Learning sessions with an "Intro to RL" study group at the Tokyo Metropolitan Library. Anugraha Sinha walked us through the following: Theory Introduction to RL Important elements of an RL problem Description of Markov Decision Process (MDP) and and Markov Assumption. Importance of parametrization of State, Action, Reward … Continue reading INTRO TO REINFORCEMENT LEARNING