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statistical-inference

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Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.

  • Updated Aug 18, 2019
  • Jupyter Notebook

This repository consists of all the LAB exercise from "INTRODUCTION TO STATISTICAL LEARNING WITH APPLICATION IN R" by by Daniela Witten, Gareth James, Robert Tibshirani, and Trevor Hastie. All the Datasets and Chapterwise notes are also present.

  • Updated Nov 7, 2018
  • HTML

This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.

  • Updated Nov 24, 2019
  • MATLAB

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