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Contents

Resources for machine learning Beginners

Resources for the theory behind big data computation

Tensors

  • See the Tensors page for a reading list.

Linear systems and lossy compression

NLP

Teaching

Student Diaries

Mouse Brain Atlas

  • Texture Analysis: For discussions related to characterizing cellular texture using different methods (Deep neural network, dictionary method, cell-based method etc.).

Hadoop Project

Dimensionality Estimation project

Analysis of Bee dances

Remote Browsing of large Images and large Data (LILD)

Statistical models for network communication

Automatic Cameraman project (2014)

Projects for master's students

Tools:

iPython notebook collections

Webwork related work

  • Translate webwork problems to edX.

Audio Scene analysis

Other Stuff