InThe StartupbyYuki Takahashi·Jan 14, 2021How to Perform Backtesting in PythonA step-by-step guide to test alpha performance of a quant algorithmic trading modelA response icon2A response icon2
InLevel Up CodingbyYuki Takahashi·Dec 26, 2020How to generate an AI Alpha Factor in PythonAnother way to combine multiple alpha factors for quant alpha trading by machine learningA response icon2A response icon2
InTDS ArchivebyYuki Takahashi·Dec 24, 2020How to Combine Textual and Numerical Features for Machine Learning in PythonA quick guide to build a practical NLP model from simple classifiers to deep neural networksA response icon1A response icon1
InThe StartupbyYuki Takahashi·Dec 21, 2020How to Build Quant Algorithmic Trading Model in PythonA step-by-step guide to perform Alpha Research in pythonA response icon2A response icon2
InTDS ArchivebyYuki Takahashi·Nov 13, 2020FedSpeak — How to build a NLP pipeline to predict central bank policy changesA guide to analyse policymakers’ conversations by deep neural networkA response icon1A response icon1
InTDS ArchivebyYuki Takahashi·Nov 4, 2020LSTM vs BERT — a step-by-step guide for tweet sentiment analysisCan the state-of-the-art NLP model predict stock traders sentiment better than RNN?A response icon1A response icon1
InTDS ArchivebyYuki Takahashi·Oct 3, 2020NLP in the Financial Market — Sentiment AnalysisHow much the latest NLP models outperform traditional models — From Lexicon approach to BERT for a sentiment analysis task on financial…A response icon4A response icon4
InTDS ArchivebyYuki Takahashi·Sep 13, 2020Object Detection by Tensorflow 2.xTraffic Light Detection for a self-driving car — a step-by-step guide how to apply Tensorflow Object Detection APIA response icon3A response icon3
InTDS ArchivebyYuki Takahashi·Sep 12, 2020Object Detection by Tensorflow 1.xTraffic Light Detection for a Self-driving Car — a step-by-step guide on how to apply Tensorflow Object Detection APIA response icon1A response icon1
Yuki Takahashi·May 4, 2020Which technologies and roles could earn more?A salary analysis using Stack Overflow’s developer survey data in 2019.
