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Data Science Projects

Introduction

This repository is mainly used to store projects of Data Science which I have followed & worked for a period of time. You can find all the codes for the corresponding projects in the repository. The following is a list of the projects. When I set up to do these work, I was just a beginner of this field, so may be there are many questions remained that I have not noticed. Welcome to point them out and if you have any problems with my work welcome to contact me by e-mail: [email protected]

List of the projects.

  • Twitter Cluster to stream:

    Demo of the most common techniques used in industry from clustering to streaming.

  • Wikimapper:

    Wikipedia Data Engineering project on Databricks cloud-based Spark platform. Wikimapper helps active contributors to find most searched non-existent wikipedia articles.

  • Visualization libraries in Python:

    There are many different Python plotting packages. Amoung all of the available libraries some may suit your needs better. Some of these are interfaces to existing plotting libraries while others are Python-centered new implementations.

  • Word2Vec - Kaggle Competition:

    Machine Learning Competition(Movie Ratings).

  • Naive Bayes Implementation: Natural Language Processing Project

  • Support Vector Machine Implementation: Machine Learning Project

Deepesh Chaudhari's Projects

2015 icon 2015

Public material for CS109

agentnet icon agentnet

A lightweight library to build and train Deep Reinforcement Learning agents using Theano+Lasagne

amazon-dsstne icon amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

augur icon augur

Augur - Prediction Market Protocol and Client

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bing-wallpaper icon bing-wallpaper

Bing.com wallpaper for OS X, and any Unix like desktop (eg. Ubuntu).

caffe icon caffe

Caffe: a fast open framework for deep learning.

common icon common

Common Python library, especially for text processing and controlling experimental runs

cortanaanalytics icon cortanaanalytics

Python APIs for using Services that are part of the Microsoft Azure Cortana Analytics Suite

data-science-45min-intros icon data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

deep-learning-machine icon deep-learning-machine

An Ansible script for setting up an Ubuntu 18.04 LTS Keras/Tensor Flow based Deep Learning Machine

deeplearning4j icon deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs

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