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Sukanya Mandal's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-with-apache-spark icon data-science-with-apache-spark

This repository contains my exercises from CS105x - Introduction to Apache Spark (edx) and CS110x - Big Data Analysis with Apache Spark

data8 icon data8

A Python library for introductory data science

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

kaggle-pycon-2015 icon kaggle-pycon-2015

Solution code from my winning submission to Kaggle's PyCon 2015 competition

mooc-setup icon mooc-setup

Information for setting up for the BerkeleyX Spark Intro MOOC, and lab assignments for the course

mslearn-train-package-module-iot-edge icon mslearn-train-package-module-iot-edge

Code sample for MS Learn Module Train and package an Azure machine learning module for deployment to IoT Edge device - Learn Modules at https://docs.microsoft.com/en-gb/learn/modules/train-package-module-iot-edge/

open icon open

An Open Source Social Network

organizers icon organizers

A discussion repository for nodeschool organizers

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-videos icon pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

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