Faiq Adzlan's repositories
chat-with-PDFs-using-LLMs
Simple PDF chatbot using LangChain, OpenAI API, FAISS and Streamlit.
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.
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.
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.
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.
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 .
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.
llm-embedding
Finetune Malaysian LLM for Malaysian context embedding task.
malaysian-dataset
Text corpus for Malaysia, https://malaya.readthedocs.io/en/latest/Dataset.html
research-paper
Preprint under Mesolitica.
sample-project-Sentiment-Analysis-for-Shopee
Forked a repo that built a sentiment analysis tool for Shopee based on Google Play reviews
selenium-twitter-scraper
Adapted from @godkingjay's Selenium Twitter Scraper. Each branch is a different scraping project. Projects: a) Scraping NSFW tweets (religion);
Simple-currency-exchange-converter-using-Python
This is a simple currency exchange converter using Python and the Frankfurter API.
tensorflow-deep-learning-by-mrdbourke
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
text-dataset-dedup
Dedup and postprocessing for text dataset.