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Sandeep Sony's Projects

cs2420 icon cs2420

Introduction to Algorithms and Data Structure

cs562-project icon cs562-project

Comparison of different clustering methods for time series.

cubehelix icon cubehelix

[MATLAB] The only colormap generator you will ever need! Beautiful, distinctive colormaps that desaturate to grayscale but keep the sequence information.

cwt_cnn icon cwt_cnn

Classification of multiple non-stationary time-series by using Continuous Wavelet Transformation

d2l-en icon d2l-en

An interactive deep learning book with code, math, and discussions.

data-analysis-with-r icon data-analysis-with-r

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

data-science icon data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-1 icon data-science-1

Collection of useful data science topics along with code and articles

datascience-timeseries_motifsclassification icon datascience-timeseries_motifsclassification

Classify signal based on multi-dimensional motifs, In the example we used data from wearable sensor and using them, we first extract multi dimensional motifs in different activities such as jumping, walking and running, then we classified person activities based on finding those motifs in new set of multi-dimensional data.

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

dataviz icon dataviz

A book covering the fundamentals of data visualization.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dl-workshop-series icon dl-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

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