Yuki TakahashiinThe StartupHow to Perform Backtesting in PythonA step-by-step guide to test alpha performance of a quant algorithmic trading modelJan 14, 20212Jan 14, 20212
Yuki TakahashiinLevel Up CodingHow to generate an AI Alpha Factor in PythonAnother way to combine multiple alpha factors for quant alpha trading by machine learningDec 26, 20202Dec 26, 20202
Yuki TakahashiinTowards Data ScienceHow 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 networksDec 24, 20201Dec 24, 20201
Yuki TakahashiinThe StartupHow to Build Quant Algorithmic Trading Model in PythonA step-by-step guide to perform Alpha Research in pythonDec 21, 20202Dec 21, 20202
Yuki TakahashiinTowards Data ScienceFedSpeak — How to build a NLP pipeline to predict central bank policy changesA guide to analyse policymakers’ conversations by deep neural networkNov 13, 20201Nov 13, 20201
Yuki TakahashiinTowards Data ScienceLSTM 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?Nov 4, 20201Nov 4, 20201
Yuki TakahashiinTowards Data ScienceNLP 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…Oct 3, 20204Oct 3, 20204
Yuki TakahashiinTowards Data ScienceObject Detection by Tensorflow 2.xTraffic Light Detection for a self-driving car — a step-by-step guide how to apply Tensorflow Object Detection APISep 13, 20203Sep 13, 20203
Yuki TakahashiinTowards Data ScienceObject Detection by Tensorflow 1.xTraffic Light Detection for a Self-driving Car — a step-by-step guide on how to apply Tensorflow Object Detection APISep 12, 20201Sep 12, 20201
Yuki TakahashiWhich technologies and roles could earn more?A salary analysis using Stack Overflow’s developer survey data in 2019.May 4, 2020May 4, 2020
