Faiq Adzlan's repositories
selenium-twitter-scraper
Adapted from @godkingjay's Selenium Twitter Scraper. Each branch is a different scraping project. Projects: a) Scraping NSFW tweets (religion);
llm-embedding
Finetune Malaysian LLM for Malaysian context embedding task.
research-paper
Preprint under Mesolitica.
faiq-scraping-projects
This repo collates a list of websites I've scraped. They have either been for open source contributions or for my own personal practice/use.
malaysian-dataset
Text corpus for Malaysia, https://malaya.readthedocs.io/en/latest/Dataset.html
classification-ml-with-shap
Exploratory data analysis & modeling exercise with Logistic Regression, Imbalanced-learn, RobustScaler and SHAP (SHapley Additive exPlanations). The dataset details a set of categorical/continuous features with a binary target .
rfm-analysis-using-online-retail2
Repo for RFM (Recency, Frequency & Monetary) analysis and customer segmentation using the Online Retail II dataset from the UCI Machine Learning Repository.
text-dataset-dedup
Dedup and postprocessing for text dataset.
bbc-world-news-scraper
Simple Python webscraper (using BeautifulSoup and Requests) that cleans and consolidates the latest news from https://www.bbc.com/news/world.
chat-with-PDFs-using-LLMs
Simple PDF chatbot using LangChain, OpenAI API, FAISS and Streamlit.
tensorflow-deep-learning-by-mrdbourke
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
CADS-2022-Bootcamp-JDS-Cohort-2-Capstone-Project
This repo details my revised attempt at the capstone project for the Centre of Applied Data Science's (CADS) bootcamp. The initial submission was on the 5th of October 2022.
sample-project-Sentiment-Analysis-for-Shopee
Forked a repo that built a sentiment analysis tool for Shopee based on Google Play reviews
ds-for-economists-lectures
Lecture notes for EC 607
facebook-ads-performance-extractor
This code allows you to extract Facebook ads performance data from Business Manager.
Simple-currency-exchange-converter-using-Python
This is a simple currency exchange converter using Python and the Frankfurter API.