PinnedJonathan C.T. KuoinThe StartupGenetic Algorithm in Artificial Neural Network9 min read·Sep 16, 2020----
PinnedJonathan C.T. KuoinTowards Data ScienceData Science — a deep analysis on “google play store apps” dataset from KaggleData science can be summarized into five steps: capture, maintain, process, analyze, and communicate. We gather the data that has…9 min read·Mar 3, 2021----
PinnedJonathan C.T. KuoinAnalytics VidhyaMulticlass image classification problem — Convolutional Neural Network trains on Galaxy imagesThis is a multiclass image classification problem that uses convolutional neural network with TensorFlow (Keras api) to train on the…3 min read·Nov 21, 2020----
PinnedJonathan C.T. KuoinAnalytics VidhyaArtificial Intelligence at Play — Connect Four (Minimax algorithm explained)Investigating how decision tree is applied using minimax algorithm with alpha-beta pruning this game by Artificial Intelligence.7 min read·Oct 14, 2020----
Jonathan C.T. KuoinAnalytics VidhyaAI Classical Music Composer — Bi-LSTM & CNN-GANHow to generate classical music for composers, musicians, or even non-specialists without prior knowledge of classical music theories and…27 min read·Oct 25, 2021----
Jonathan C.T. KuoData Structures at Play — Sliding-Block Puzzle and Permutation InversionsThis is a CS3334 — Data Structures course project. It was completed by Alex McVay, Chia-Tse Kuo (me), and Andrew Park. The program code…6 min read·Aug 20, 2021----
Jonathan C.T. KuoinAnalytics VidhyaImage Search — Transfer Learning with CNNTo build an Image Search Engine that retrieves the most similar images from the database based on specific target images.2 min read·May 20, 2021----
Jonathan C.T. KuoinTowards Data ScienceA survey of computer vision in fine-art classificationOverview10 min read·Mar 20, 2021----
Jonathan C.T. KuoinAnalytics VidhyaHow to generate Word Clouds from multiple news source (with python code)The below tutorial will be divided into two parts — retrieve news information from the News API, and the generation of word clouds.2 min read·Jan 4, 2021----
Jonathan C.T. KuoinTowards Data ScienceCactus image classification using convolutional neural network (CNN) that reaches 98%+ accuracyThe goal is to build a classifier to classify an image as “cactus” or “non cactus”.4 min read·Nov 13, 2020----