Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Top2Vec learns jointly embedded topic, document and word vectors.

NLP Section of the Data Science course, NRU HSE

Interface for easier topic modelling.

Small tutorial on how you can use BERT for Topic Modeling

GPU-Powered Topic Modelling

Implementation and helper scripts for the BART-TL model - https://www.aclweb.org/anthology/2021.eacl-main.121/

Analysis of social media conversations surrounding COVID-19 in Singapore

This chapter covers the Amazon Rekognition service for analyzing the content of the images using various techniques. You will learn how to analyze faces and recognize celebrities in images. You will also be able to compare faces in different images to see how closely they match with each other.

A Data Analysis Project on the Tunisian and Egyptian Springs

A set of methods for finding an appropriate number of topics in a text collection

Identification of papers/websites/documents with context related to a given context or abstract | Runners-up at Megathon 2k19 for Qualcomm

Scrape Reviews about Amazon Shopping App on Google CH Play and Perform Topic Modelling by LDA (Latent Dirichlet Allocation) using Python

This app has been created by a group of students as part of a course in the Data Science Master’s Program at the University of Helsinki. The app was created for, and in collaboration with, the Research Unit for the Study of Variation, Contacts, and Change in English (VARIENG). It allows for the exploration of a corpus of historical letters.

In this module you will learn how to analyze topic modeling output from Amazon Comprehend, then perform topic modeling on two documents with a known topic structure.

Topic Modelling to segregate news report data to different topics using Gensim, NLTK, Spacy.

This module teaches you how to design a chatbot using Amazon Lex by following the best design practices for conversational AI. You will start by learning the basics of chatbots. Then, you will use Amazon Lex to create a custom chatbot that gets the latest stock market quotes by recognizing the intent in text

Topic modelling and text analysis of OECD "Studies on Water" corpus.

This module looks at how use Amazon Connect, Lex, and Lambda to interact with a chatbot using voice. You will create a personal call center using Amazon Connect and you will learn how to connect the call center to your Lex chatbot

Code to train a LSI model using Pubmed OA medical documents and to use pre-trained Pubmed models on your own corpus for document similarity.