Bugra Akyildiz

Talks

• Video --- Presentation --- IPython Notebooks PyData NY, 2014
• Presentation --- Source PyGotham, 2014
• Video --- Presentation --- Source PyData SV, 2014

Paper

• Improved Clustering Of Spike Patterns Through Video Segmentation And Motion Analysis Of Micro Electrocorticographic Data [pdf] IEEE SPMB, 2013

Notes

• Building Language Detector via Scikit-Learn

  2014.12.26

• Trend Estimation via Hodrick Prescott Filter

  2014.11.24

• An Introduction to Supervised Learning via Scikit Learn

  2014.11.22

• An Introduction to Unsupervised Learning via Scikit Learn

  2014.11.16

• Scala Basics Continued for Python Developers

  2014.10.20

• Scala Basics for Python Developers

  2014.10.18

• Geometric Take on PCA

  2014.09.27

• On Machine Learning

  2014.08.23

• Name Changes Across Years in USA

  2014.07.31

• Pydata Silicon Valley 2014 Part 2

  2014.07.20

• Discrete Cosine Transform and A Case Study on Image Compression

  2014.07.12

• PigPen, Hadoop, Pig, Clojure and All That

  2014.07.09

• Law of Large Numbers and Central Limit Theorem

  2014.06.26

• First, Second Derivative, Convolution and Quadratic Fitting and all that via MCMC

  2014.06.13

• 2200 CS Faculty in 51 University Analysis

  2014.05.31

• Simple Bayesian Network via Monte Carlo Markov Chain

  2014.05.23

• Entropy and Perplexity on Image and Text

  2014.05.16

• PyData Silicon Valley 2014

  2014.05.12

• Robust Regression and Outlier Detection via Gaussian Processes

  2014.05.11

• Outlier Detection via Markov Chain Monte Carlo

  2014.04.26

• Alternating Least Squares Method for Collaborative Filtering

  2014.04.19

• Workflow Engine Comparison(First Impressions)

  2014.04.13

• Graphs, Databases and Graphlab

  2014.04.06

• Outlier Detection in Time-Series Signals using FFT and Median Filtering

  2014.03.31

• 8th NYAS Machine Learning Symposium 2014

  2014.03.28

• Data Products Made Easy

  2014.03.21

• Short Notes on Thinking with Data

  2014.03.18

• Document Visualization with JS Divergence Matrix and Multi Dimensional Scaling

  2014.03.16

• IMDB Top 100K Movies Analysis in Depth Part 4

  2014.03.09

• IMDB Top 100K Movies Analysis in Depth Part 3

  2014.03.01

• IMDB Top 100K Movies Analysis in Depth Part 2

  2014.02.23

• IMDB Top 100K Movies Analysis in Depth Part 1

  2014.02.15

• Pig Not So Foreign Language Paper Notes

  2014.02.09

• Pig Advantages and Disadvantages

  2014.02.08

• Cultural Data Project Part 2

  2014.02.04

• Cultural Data Project Part 1

  2014.02.01

• Unreasonable Effectiveness of Metadata

  2014.01.30

• PCA, EigenFace and All That

  2013.07.27

• Spectral Leakage

  2012.09.15

• Phase Detection in Digital Signals

  2012.09.01

• MongoDB Notes

  2012.06.16