KwokHing/Rfacebook-Demo KwokHing/Rfacebook-Demo

  • Stars
    star
    2
  • Language
    R
  • License
    The Unlicense
  • Created over 7 years ago
  • Updated about 4 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
KwokHing/Rfacebook-Demo
github

KwokHing

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Demo on using the Rfacebook package to scrape/mine user generated contents (UGCs) from public FB pages. Simple sentiment, text, trend and posting frequency analysis are performed on these scraped UGCs

More Repositories

1

GSP345-Automating-Infrastructure-on-Google-Cloud-with-Terraform-Challenge-Lab

Steps to complete the Automating Infrastructure on Google Cloud with Terraform: Challenge Lab (GSP345)
33
star
2

YandexCatBoost-Python-Demo

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset
Jupyter Notebook
30
star
3

SentimentAnalysis-Python-Demo

Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models
Jupyter Notebook
15
star
4

Network-Analysis-on-MRT-Station

Demo on applying the concept of network analysis on a network of connected railway stations, attempting to identify the important stations (nodes) in this network. Web scraping techniques using rvest package is also briefly discussed upon.
R
4
star
5

AI-Planet-LLM-Bootcamp-Challenge

An LLM challenge to (i) fine-tune pre-trained HuggingFace transformer model to build a Code Generation language model, and (ii) build a retrieval-augmented generation (RAG) application using LangChain
Jupyter Notebook
4
star
6

Exploratory-Data-Analysis-on-SMRT-Tweets

Demo on performing exploratory data analysis (EDA) on train service disruptions based on scrapped (user generated contents) tweets from the train operator's (SMRT) twitter account
Jupyter Notebook
3
star
7

SHAP-XAI-Demo

Demo on performing Explainable AI using the SHAP Library
Jupyter Notebook
1
star
8

Udacity-Project-Dog-Classification

This project from the Udacity Deep Learning Nanodegree Programme deploys the use of Convolutional Neural Networks (CNN) in PyTorch to classify dog breeds.
Jupyter Notebook
1
star