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Summarizing data in R is made simple by methods of data summarization like tapply, sqldf, apply to find mean, median and generate useful insights from data
Here's a tutorial to build machine learning model using amazon machine learning which offers easy use, low pricing and various useful features
A beginners tutorial for graphlab. It explains how GraphLab is used for parallel machine learning computation in Python. It also explains GraphLab Create.
A complete tutorial on AzureML to create a predictive model. It explains its uses, features and methods to build machine learning models using AzureML.
A complete tutorial on handling continuous variables using binning, transformation, factor analysis, outliers removal, date time values with R codes.
Here are simple methods to treat categorical variables in a data set and their various levels using label encoding, dummy, one hot encoding
Winners reveal their approaches which includes using Python, R with Deep Learning, GBM, Recommender to build predictive model with least error
A complete coverage of growth of machine learning in year 2015 where companies adapted this technology to improve and develop product & services
Here is the tutorial on machine learning using xlminer in excel on multiple linear regression, logistic regression and clustering algorithm
Here are useful life lessons to make a successful career as a data scientist. These data science tips include technical and non-technical aspects
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