HwaiTengTeoh

Flight-Delays-Prediction-Using-Machine-Learning-Approach

Flight delays prediction and analysis: Machine Learning Approach

Airbnb-Big-Data-Management

To develop an Airbnb database and create a pipeline using MongoDB and Hadoop architecture to ease the process of managing, loading, processing, querying, and analyzing Airbnb data based on location

Market-Basket-Analysis

To demonstrate the use of market basket analysis to identify valuable and significant associations between items by using lists of groceries transactions

Newborns-Weight-Prediction

To predict baby birthweight using regression and classify baby birthweight groupings (Low, Normal, Overweight) using classification with machine learning techniques.

awesome-sentiment-analysis

Repository with all what is necessary for sentiment analysis and related areas

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid-19-malaysia

Malaysia COVID-19 dataset by country, states, districts, confirmed cases types and death cases.

NLP_TextClassification_Cyberbullying_Detection

Text classification task to classify whether the post exhibit cyberbullying contents.

NLP_TextClassification_Cyberbullying_Role_Classification

Text classification task to classify the identity of the participant's role associated within the cyberbullying activities

preprocess_text

Cuztomized Preprocessing Package for Text data

Yelp-MongoDB-HDFS-PySpark

A case study on the use of Yelp Data for the use of retail sector in big data management that focus on data storage and data access using MongoDB, HDFS and PySpark.

Yelp-Shiny-Web-Application

A RShiny web application that provides rapid analysis of the restaurants in different cities of Ontorio based on user's selection of preferences

feature-selection-for-machine-learning

Code Repository for the online course Feature Selection for Machine Learning

Fetal-Health-Status-Prediction-and-Analysis

House-Prices-Prediction

To predict house prices with creative feature engineering process and adoption of advanced regression techniques

HwaiTengTeoh

Config files for my GitHub profile.

introdatascience

language_tool_python

a free python grammar checker 📝✅

machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

matplotlib

matplotlib: plotting with Python

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

myers-briggs-personality-prediction

NLP based Classification Model that predicts a person's personality type as one of the 16 Myers Briggs personality types. Extremely challenging project dealing with correlation between human psychology and casual writing styles and handling heavily imbalanced classes. Check the app here - https://mb-predictor-motetuzs5q-uc.a.run.app/

nlp_yelp_review_unsupervised

Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to supervised classifier of review sentiment