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fgnz's Projects

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

covid19-literature-clustering icon covid19-literature-clustering

Let's cluster similar research articles together to make it easier for health professionals to find relevant research articles, and responde to rapidly spreading COVID-19 promptly.

datascienceportfolio icon datascienceportfolio

Data Science portfolio of ipython Notebooks with several Machine Learning algorithms. They follow a structured data science methodology to face various challenges

datasheets icon datasheets

Read data from, write data to, and modify the formatting of Google Sheets

deep-ttf icon deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

desktopassistant icon desktopassistant

Desktop assistant that uses speech recognition and gTTS to execute commands and talk back to the user.

guidedlda icon guidedlda

semi supervised guided topic model with custom guidedLDA

hands-on-natural-language-processing-with-python icon hands-on-natural-language-processing-with-python

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.

iot-predictive-analytics icon iot-predictive-analytics

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

m00dbot icon m00dbot

Telegram bot for self-testing of anxiety and depression

manim icon manim

Animation engine for explanatory math videos

nlp-in-practice icon nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

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