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analytics_foundation_practice

This is a repository containing all of my practice for my analytics foundations work. This will range from basic Pandas up to Machine Learning models like Kmeans and Linear Regression. Please feel free to feedback on anything that I have done incorrectly so that I can learn from it.

automation_scripts

Powershell scripts for performing simple task on sensitive data

csit_se_mini_challenge_23

ebs_t06

emotion_detection

Emotion detection software using Convulation Neural Network (CNN) Model to train and detect emotions

esd_tour_project

Merlion Tour is part of our group's ESD project. We are tasked to create backend architecture with Flask microservices and SOA framework. The project is implemented with a MySQL database and completed with Vue.js as the frontend.

nlp_wikipedia_qa

This is a project done for an assessment. I found it to be interesting and decided to share this. The idea is to create a scraper to scrap the Wikipedia page and generate question and answers

nodejs_sample

This is my practice and creation of a node.js connection to mongoDB and basic CRUD operation for future project use.

ong-zijian

ong-zijian.github.io

python_webscraper

This is a practice of Beautiful Soup, Mechanical Soup and Selenium that I learnt from online. To see me in practice with some of them, here is a NLP Wikipedia Project that I did: https://github.com/ong-zijian/NLP_Wikipedia_QA

siaappchallenge

This is my submission for the SIA App challenge. We are here to use generative AI to generate suggestions to improve on SIA's customer service.

sign_language_detection

This is my attempt at Nicholas Renotte's Sign Language Detection. The project is incomplete due to hardware limitation. Will return to finish and test when I upgrade

springboot_practice

This is a repo where I practice my springboot to create a CRUD when connecting to mongoDB

ttx_gpt

This is a project that aims to use openAI's API to perform table-top exercises and receive meaningful feedback from the GPT evaluation. Check out the Youtube video below to see a demo

typescriptpractice

This is my practice of Typescript using an online tutorial

zijian_personal_page

This is a personal profile page that I created using React.js. The main idea here was to practice React Framework while building a porfolio site for me to use to promote my skills as a developer. The website is hosted on gh-pages