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Srivats Ramaswamy's Projects

app-reviews-analysis-using-nlp-and-big-data icon app-reviews-analysis-using-nlp-and-big-data

The reviews data of 3 applications Instagram, Twitter and Koo is taken from different app stores so that it can be analyzed for classifying reviews based on whether the reviews are good or not.

caer icon caer

High-performance Vision library in Python. Scale your research, not boilerplate.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

flights-reviews-classifier icon flights-reviews-classifier

This project deals with classifying the reviews of different airlines in order to classify them as being decent airlines or not. It uses NLP along with a Big Data Analytics tool called Spark using the API called PySpark.

hadoop icon hadoop

This contain how to install Hadoop on google colab and how to run map-reduce in Hadoop

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

insurance-valuation icon insurance-valuation

This repository contains the code for the Insurance Valuation project as part of the dissertation.

osdg-data icon osdg-data

The place to find the OSDG Community Dataset and Ontology Dataset.

osgd-classifier icon osgd-classifier

Assignment for predictions of Sustainability Development Goals of UN given the document

price-predictions-using-lstm icon price-predictions-using-lstm

This repository contains a .ipynb file that will help in the predictions of future prices for any given commodity with respect to the data provided as a csv file to train the model on. For this example, prices for Natural Gas is used.

python-chess icon python-chess

This is a cross platform LAN multiplayer chess game built in python using the pygame module. It however has bugs. Feel free to use and/or debug the code. You would require to install python and the pygame module in your system to run this. For further details, read the project report which is provided with the code and the game sprites. The report also contains the working of the code and the logical framework behind developing this game.

python-data-science-notebooks icon python-data-science-notebooks

All the notebooks regarding the different data science concepts such as data pre-processing, regression models, classification models and so on.

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