Rich TsaiAerial Robotics: Tello Drone Redefining Liquid Level MonitoringIn an age characterized by rapid technological progress, the convergence of inventive thinking and pragmatic applications often paves the…Jan 271Jan 271
Rich TsaiSystem Design Architecture Part IIIn this story, we’ll discuss the parts of the architecture we haven’t talked about before. You can refer to the previous post to refresh…Sep 29, 2023Sep 29, 2023
Rich TsaiSystem Design Architecture Part ILearning system design improves data scientists’ ability to work on various projects and collaborate effectively within the broader…Sep 2, 2023Sep 2, 2023
Rich TsaiData Warehouse Design InterviewCreating a thorough data warehouse is crucial because it enables you to bring together and centralize different types of data into one…Aug 21, 2023Aug 21, 2023
Rich TsaiExploring Key Logics and Hyperparameters of Deep Learning (Part II)In this article, I would like to explore the other critical components that builds up the neural networks, which are metrics, optimizer…Jun 26, 2023Jun 26, 2023
Rich TsaiExploring Key Logics and Hyperparameters of Deep Learning (Part I)The advent of deep learning has revolutionized artificial intelligence, propelling advancements in computer vision, natural language…Jun 22, 2023Jun 22, 2023
Rich TsaiIntuitions Behind Building Wordpress Website with AWSBuilding a WordPress website has become increasingly essential in today’s digital landscape, thanks to its growing popularity and a wide…Jun 10, 2023Jun 10, 2023
Rich TsaiReal-time Crypto Trading System with Alpaca API and Transformer ModelIn this article, I will be discussing the process of constructing a remarkable real-time trading system utilizing the exceptional Alpaca…Jun 2, 2023Jun 2, 2023
Rich Tsai7 Limitations of GPT-4 that Make It Far from PerfectThe emergence of ChatGPT has brought about a significant shift in human interaction with Artificial Intelligence (AI). Despite its…Apr 3, 2023Apr 3, 2023
Rich Tsai11 Feature Selection Metrics for Optimal Modeling PerformanceWhy Feature Selection is Important?Mar 25, 2023Mar 25, 2023