Jay Hui[Design thinking] Introduction and Step 1: EmpathizeAn efficient way to solve problems·3 min read·Dec 5, 2020----
Jay HuiinTowards Data ScienceGridSearch VS RandomizedSearch VS BayesiansearchDifferent optimization algorithms you should know·3 min read·Nov 29, 2020----
Jay Hui[Python] Your definite Python learning roadmap for data scienceEverything you need to know in Python for data science·4 min read·Nov 4, 2020----
Jay Hui[Deep learning] Recent development of Generative Adversarial Networks (GANs)Introduction of cGANs, pix2pix, and Cycle GANs·5 min read·Nov 2, 2020----
Jay HuiinTowards Data Science[Deep learning] Introduction of Generative Adversarial Networks (GANs)Generative adversarial networks (GANs), formed in 2014 [1], is a state of the art deep neural network with many applications. Unlike the…·4 min read·Oct 31, 2020----
Jay HuiinTowards Data ScienceHow to do the feature selection in Machine LearningAn important question for your first data science-related job·6 min read·Oct 9, 2020----
Jay HuiinTowards Data Science[Deep learning] How to build an emotional chatbot (Part 2 the dialogue system)From part 1, we have built the BERT sentiment predictor, we now start combining it and building the emotional dialogue system. Before jump…·7 min read·Sep 18, 2020----
Jay HuiinTowards Data Science[Deep learning] How to build an emotional chatbot (Part 1 BERT sentiment predictor)As the dialogue system is mature nowadays, we can easily apply advanced trained chatbots, such as GPT-3, DialoGPT, Plato and OpenNMT etc…·4 min read·Sep 12, 2020----
Jay HuiHow I become a data scientist?A brief sharing of my experience to be a data scientist·3 min read·Sep 10, 2020----