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api-dev-with-mongoose

Only for learning purpose

automate-apspace-timetable

Automate generating calendar events based on APSpace timetable

bike-store-analysis

An assignment project to analyze the bike's sales for Trek Bikes corporation. 3-pages dashboard is built with Power BI to analyze the data and identify interesting insights for data-driven recommendations.

budget-app

FreeCodeCamp Budget App

datameka-singapore-housing-price-prediction

A project initiated to participate in DataMeka Singapore Competition to predict house prices. Multiple models are developed and compared, whereas LightGBM performs the best.

disaster-tweet

A Kaggle competition project to predict disaster occurrences based on tweet posts from Twitter.

employeez-job-recruiting-system

ffc-assessment

full-mint-website

Learning to build a minting website

gold-stock-price-prediction

Predicting Gold Stock Price with Linear Regression Model

google-advanced-data-analytics

A Google Certificate project.

house-rent-analysis-r

House rental analysis with R programming language

hvrp-aco

Tackle capacitated vehicle routing problem with ant colony optimization.

ipfsweb3

learn-opencv

A project to learn about opencv library for image processing tasks

loan-prediction

Uses sklearn to automate the loan approval based on features input.

microsoft-sql-server-assignment-project

ocr-backend

Backend source code for OCR website

ocr-client

Client source code for OCR website

ocr-research

This repository is used to learn about Optical Character Recognition (OCR) and build a model with TensorFlow from scratch.

predictive-maintenance

A playground series competition on Kaggle to learn about binary classifications with synthetical-generated dataset

private-novel-reader

A practice Nextjs project that renders novel content

product-app

full stack MERN product app

react-basic-learning

For learning react

review-classification

Assignment project to analyze review text and build a machine learning model to classify reviews to 5 classes of ratings. CNN-LSTM model is developed with Word2Vec Embeddings to classify the text.

scrapesteamdata

To enhance efficiency, Scrapy is used to scrape data from Steam Game Platform to identify best free games.

smsspamfilteringwithpython

Filtering Email Spams with Naives Bayes model implemented in python using Scikit-Learn.

spark-process-resume

A project initiated to save time using spark to process huge amount of text records (approximately 20k instances).

store-sales-forecasting

A small project to learn time series forecasting using hybrid models

sweetzerland_datepicker

Modern date range picker component for React using Tailwind 3 and dayjs. Alternative to Litepie Datepicker.