Jay Hui[Design thinking] Introduction and Step 1: EmpathizeAn efficient way to solve problemsDec 5, 2020Dec 5, 2020
Jay HuiinTowards Data ScienceGridSearch VS RandomizedSearch VS BayesiansearchDifferent optimization algorithms you should knowNov 29, 2020Nov 29, 2020
Jay Hui[Python] Your definite Python learning roadmap for data scienceEverything you need to know in Python for data scienceNov 4, 2020Nov 4, 2020
Jay Hui[Deep learning] Recent development of Generative Adversarial Networks (GANs)Introduction of cGANs, pix2pix, and Cycle GANsNov 2, 2020Nov 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…Oct 31, 2020Oct 31, 2020
Jay HuiinTowards Data ScienceHow to do the feature selection in Machine LearningAn important question for your first data science-related jobOct 9, 2020Oct 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…Sep 18, 2020Sep 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…Sep 12, 2020Sep 12, 2020
Jay HuiHow I become a data scientist?A brief sharing of my experience to be a data scientistSep 10, 2020Sep 10, 2020