Kew Jing Sheng's repositories
Finance_Chatbot
Using advance language model like GPT2 and advance words embedding to build a chatbot for banking service, focusing on answering questions raised by customers for banking services
Sentiment_Analysis
Building multiple sentiment analysis models from CNN, LSTM to BERT for google play service reviews data.
Time_Series_Forecasting
Learning on time series forecasting
Well_Logs_Prediction
Predict of well logs, focusing on elastic properties like Shear Velocity and Density
wqd7004-dengai
Programming for Data Science
dengue-prediction
Principle of Data Science-UM Master
Instacart-Market-Basket-Analysis
The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previously purchased item will be in user's next order. Customer segmentation and affinity analysis are done to study customer purchase patterns and for better product marketing and cross-selling.
Instacart_Customer_Segmentation
Complete framework on customer segmentation covering RFM analysis, Market Basket Analysis, Association Rule Mining, Unsupervised Clustering and Orders Prediction (Classification
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
maxis-nbiot-hackathon
Training Materials/Guides/Reference for Maxis NB-IoT Hackathon 2019
Stock_Portfolio_Optimization
Optimize stock portfolio picking based on optimization model
PDS_Group_E_Energized_Geek
[UM MASTER] WQD 7001 - Principle of Data Science Group Project
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Pytorch_Tutorial
Learning Pytorch from Basic to Advance models
Reviews_Summarization_Anayzer
Perform summarization models, testing on both extractive and abstractive summarization. Extract text from PDF books, and then summarize the sentence from PDF books.
Stocks_Forecasting
Full end-to-end forecast of stocks data
Text_Spam_Classification
Create text classification model on defining whether the text is spam or not. Deploy the model using FastAPI
tfx
TFX is an end-to-end platform for deploying production ML pipelines