PinnedMax BrennerinDataDrivenInvestorHow to Use Reinforcement Learning for Profitable InvestingDetails, challenges and performance from creating & deploying an autonomous stock trading system13 min read·May 22, 2023----
PinnedMax BrennerinTowards Data ScienceTraining a Goal-Oriented Chatbot with Deep Reinforcement Learning — Part IPart I: Introduction and Training Loop9 min read·Dec 1, 2018--8--8
PinnedMax BrennerImplementing Seq2Seq Models for Efficient Time Series ForecastingIncluding attention, covariates, probabilistic forecasting, scheduled sampling, and more14 min read·Jul 19, 2023--2--2
PinnedMax BrennerHow to Setup the Infrastructure for a Multi-Machine Distributed Deep Learning Training SystemTips on using AWS EC2 instances, Docker containers and Pytorch’s distributed communication package5 min read·May 1, 2023----
PinnedMax BrennerIllustrated Comparison of Different Distributed Versions of PPOProximal Policy Optimization (PPO) is an important reinforcement learning algorithm that has many distributed and asynchronous flavors.5 min read·Feb 28, 2023--1--1
Max BrennerEigenvalues and Eigenvectors in Data Science: Intuition and ApplicationsWhat does eigenstuff mean for data science?20 min read·Apr 20, 2023--1--1
Max BrennerMatrix Factorization for Collaborative Filtering: Linear to Non-Linear Models in PythonIn this article, we will explore a variety of matrix factorization models, and how to optimize them with gradient descent.7 min read·Dec 18, 2022----
Max BrennerinTowards Data ScienceDeploying a Custom Docker Model with SageMaker to a Serverless Front-end with S3How to effectively deploy a model with AWS14 min read·Aug 27, 2020--1--1
Max BrennerinTowards Data ScienceSimulating COVID-19 with Cellular AutomataDoes social distancing and wearing a mask actually help prevent infections?8 min read·Jul 14, 2020--2--2
Max BrennerinTowards Data ScienceNBA Deep DiveSteph Curry is paid too much and James Harden is paid just right8 min read·Jun 17, 2020--1--1