Scrape job websites into a single spreadsheet with no duplicates.

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

中文文本相似度计算器

Analisis Sentimen Twitter dengan TFIDF-ANN

BERT, LDA, and TFIDF based keyword extraction in Python

Fast Full Text Search based on BM25

A simple tool to generate tags for the given text (document) using TF-IDF.

Machine Learning for Phishing Website Detection

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

This is retrieval based Chatbot based on FAQs found at a banking website.

NLP tutorial

Here I sort out some small projects I did in the process of learning NLP.

Detect plagiarism of Github repositories in someone else's code

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

Text clustering with K-means and tf-idf

A content-based recommender system for books using the Project Gutenberg text corpus

Cereja is a bundle of useful functions we don't want to rewrite and .. just pure fun!

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

Developed BERT, LSTM, TFIDF, and Word2Vec models to analyze social media data, extracting service aspects and sentiments from a custom dataset. Provided actionable insights to telecom operators for customer satisfaction and competitive analysis.