This repository contains all the data analytics projects that I've worked on in python.

An english to french machine translation

A pocket dictionary (EN>FR) made for the Final Project for QMUL Module LIN6209 Coding for Linguists

Inspired by the realm of Neural Network machine translation, I trained a sequence-to-sequence (seq2seq) model on a dataset of English and French sentences that can translate new sentences from English to French. The dataset used in this project was the Dataset of English and French Sentences.

This is a work consisting on a comparative evaluation of different MT methods for legal text translation (en-fr)

Udacity NLP ND: Temporal Deep Neural Networks (Keras RNN variants) for English to French machine translation

A Python implementation of the Transformer architecture built from scratch, showcasing attention mechanisms and sequence modeling for tasks like text processing.