Yuki TakahashiinThe StartupHow to Perform Backtesting in PythonA step-by-step guide to test alpha performance of a quant algorithmic trading model·7 min read·Jan 14, 2021--1--1
Yuki TakahashiinLevel Up CodingHow to generate an AI Alpha Factor in PythonAnother way to combine multiple alpha factors for quant alpha trading by machine learning·5 min read·Dec 26, 2020--2--2
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 networks·3 min read·Dec 24, 2020--1--1
Yuki TakahashiinThe StartupHow to Build Quant Algorithmic Trading Model in PythonA step-by-step guide to perform Alpha Research in python·8 min read·Dec 21, 2020--2--2
Yuki TakahashiinTowards Data ScienceFedSpeak — How to build a NLP pipeline to predict central bank policy changesA guide to analyse policymakers’ conversations by deep neural network·12 min read·Nov 13, 2020--1--1
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?·7 min read·Nov 4, 2020--1--1
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…·9 min read·Oct 3, 2020--4--4
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 API·6 min read·Sep 13, 2020--3--3
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 API·6 min read·Sep 12, 2020--1--1
Yuki TakahashiWhich technologies and roles could earn more?A salary analysis using Stack Overflow’s developer survey data in 2019.·4 min read·May 4, 2020----