Top Machine Learning MOOCs and Online Lectures: A Comprehensive Survey
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This post reviews Machine Learning MOOCs and online lectures for both the novice and expert audience. This post first appeared on kdnuggets
Posts by Collection
blog
7 Steps to Understanding Computer Vision
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A starting point for Computer Vision and how to get going deeper. Dive into this post for some overview of the right resources and a little bit of advice. This post first appeared on kdnuggets
Getting started with Basemap in Python
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This tutorial introduces the nitty gritties of plotting 2D and 3D data on Geographical Maps using Matplotlib Basemap
Backprop in Neural Networks
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Step by step derivation of Backpropagation Algorithm in Neural Networks
Generate label footprints for Satellite Imagery: the Pythonic Way [Part 1]
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Use Open Street Maps to query for certain amenities or landmarks
Generate label footprints for Satellite Imagery: the Pythonic Way [Part 2]
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Using Overpass python wrapper to query amenities or landmarks
Generate label footprints for Satellite Imagery: the Pythonic Way [Part 3]
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Visualize Open Street Maps data on Bokeh
My book binding efforts
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Bindging some books!
portfolio
Spine Segmentation in CT volumes using geometric flows and shape priors
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Use of geometric flows with shape priors based on sparse field level-sets and additive operators to segment vertebral column in the human spine. This provides a precise and accurate model for the image guided surgery system to help in surgical planning. 
Reinforcement Learning Jupyter Notebooks
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Around 1000 stars and 180+ forks on my GitHub repo. This repository consists of a collection of Reinforcement Learning algorithms from Sutton and Barto’s book and other research papers implemented in Python from scratch. 
Query footprints from Open Street Maps using Python
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This is a three part tutorial series. Use this API to generate footprints for your deep learning models.
Level Set Segmentation Matlab Demos
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Matlab demo of level set segmentation in 2D and 3D 
Image Steganography
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Randomly hiding secret data using dynamic programming for image steganography 
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
reading-list
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.