tinve

kaggle_nuclei

kaggle_salt

TGS Salt Identification Challenge

loans

take-home for a loan company

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

Common_functions

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

Data-Cleaning-Project

Course project for Coursera Getting and Cleaning Data course.

data-science-interviews

Data science interview questions and answers

DeepLearningMovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

ExData_Plotting2

ExData_Plotting2

HPQpeptides

Peptide project for PhD Thesis

hw8.mlcourse_open

Habr competition

Incubator

kaggle-bag-of-words

kaggle-coupons

kaggle_melanoma

https://www.kaggle.com/c/alaska2-image-steganalysis

kaggle_quora

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Machine-Learning-Project

Project for Coursera class from Data Science specialization.

Microarray-Fit-Filter

Scripts for processing microarray maps and measurements

Microarray-Grids

Grids processing scripts

mlcourse_open

OpenDataScience Machine Learning course (yet Russian-only)

NCASO

Crutchfield course

ODS_course_eng

optics

calculating reflectivities of thin films

peptide-project

PracticalMachineLearning

ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

Regression-Models-Project

For coursera class