PinnedPublished inTowards 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…Mar 3, 2021Mar 3, 2021
PinnedPublished inAnalytics 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…Nov 21, 2020Nov 21, 2020
PinnedPublished inAnalytics 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.Oct 14, 2020Oct 14, 2020
Published inAnalytics 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…Oct 25, 2021Oct 25, 2021
Data 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…Aug 20, 2021Aug 20, 2021
Published inAnalytics 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.May 20, 2021May 20, 2021
Published inTowards Data ScienceA survey of computer vision in fine-art classificationOverviewMar 20, 2021Mar 20, 2021
Published inAnalytics 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.Jan 4, 2021Jan 4, 2021
Published inTowards 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”.Nov 13, 2020Nov 13, 2020
