PinnedInDataDrivenInvestorbyMax Brenner·Jul 13, 2025Implementing a Fully Automated LLM-Powered Swing Trading PipelineWhat happened when an LLM picked trades for a year and a half of backtesting
PinnedInDataDrivenInvestorbyMax Brenner·May 22, 2023How to Use Reinforcement Learning for Profitable InvestingDetails, challenges and performance from creating & deploying an autonomous stock trading systemA response icon2A response icon2
PinnedInTDS ArchivebyMax Brenner·Dec 1, 2018Training a Goal-Oriented Chatbot with Deep Reinforcement Learning — Part IPart I: Introduction and Training LoopA response icon8A response icon8
PinnedMax Brenner·Jul 19, 2023Implementing Seq2Seq Models for Efficient Time Series ForecastingIncluding attention, covariates, probabilistic forecasting, scheduled sampling, and moreA response icon2A response icon2
PinnedMax Brenner·Feb 28, 2023Illustrated Comparison of Different Distributed Versions of PPOProximal Policy Optimization (PPO) is an important reinforcement learning algorithm that has many distributed and asynchronous flavors.A response icon1A response icon1
Max Brenner·May 1, 2023How 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 package
Max Brenner·Apr 20, 2023Eigenvalues and Eigenvectors in Data Science: Intuition and ApplicationsWhat does eigenstuff mean for data science?A response icon1A response icon1
Max Brenner·Dec 18, 2022Matrix 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.
InTDS ArchivebyMax Brenner·Aug 27, 2020Deploying a Custom Docker Model with SageMaker to a Serverless Front-end with S3How to effectively deploy a model with AWSA response icon1A response icon1
InTDS ArchivebyMax Brenner·Jul 14, 2020Simulating COVID-19 with Cellular AutomataDoes social distancing and wearing a mask actually help prevent infections?A response icon2A response icon2
