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Mukil Doss's Projects

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models class at Stanford

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasciencer icon datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

dbda-python icon dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

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!!

dplyr icon dplyr

Dplyr: A grammar of data manipulation

exploratory_data_analysis-1 icon exploratory_data_analysis-1

This is a repository for any and all code written for the Exploratory Data Analysis Coursera course through Johns Hopkins University.

go icon go

The Open Source Data Science Masters

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

happy-healthy-hungry icon happy-healthy-hungry

An exploration of my general data science process by analyzing the inspections of San Francisco restaurants using publicly available data from the Department of Public health.

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

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