1DESinCoinmonksThe Role of Labels and FeaturesTwo fundamental components of machine learning are labels and features, which are the backbones of machine learning. Labels represent the…·2 min read·Jul 1, 2023----
1DESinCoinmonksTraining with TensorFlow and Keras for Machine Learning and Deep LearningIf you want to maximize the performance of developing and coding, please read “ How to Enhance Algo Trading Win Rate with ML: Labelling…·8 min read·Jun 26, 2023----
1DESinDataDrivenInvestorStream Processing: A Critical Component of MLOps for ML-Based Trading BotsThis article belongs to a series of articles on MLOps by 1des.·4 min read·Jun 4, 2023----
1DESinCoinmonksHow to improve algorithmic trading’s win rate by machine learning: Feature SelectionThe selection of features is one of the most important techniques of machine learning·5 min read·Jan 3, 2023----
1DESinCoinmonksHow to improve algorithmic trading’s win rate by machine learning: Labeling DataIn this series of articles, we will examine if machine learning can improve an algorithmic strategy’s win rate6 min read·Feb 8, 2022--1--1
1DESinCoinmonksHow to develop a machine learning trading bot: Data AnalysisData analysis is a key component of machine learning. When combined with the numeric data from the finance market, it becomes even more …5 min read·Dec 16, 2021--1--1
1DESinCoinmonksIs it possible to make money with a cryptocurrency bot?The very short answer is: Yes. It is possible to make money with crypto trading bots. But, always there is a “but” even for the bots.5 min read·Oct 17, 2021--1--1
1DESinDataDrivenInvestorHow to develop a machine learning trading bot: Data CollectionPart 1: Data Collection5 min read·Jul 3, 2021----
1DESinDataDrivenInvestorWhat are the biggest challenges in a Startup business?As an entrepreneur who launched a couple of startups, every day starts with a challenge. If one day you wake up and you won’t face any…3 min read·Dec 29, 2020----
1DESinCoinmonksHow to design a machine learning trading bot — Part 6: Risk ManagementBy reading this article, you’ll have a chance to save a minimum of 59$.6 min read·Dec 19, 2020----