index indexes adding to tables overview index html file - industrial internet information gain ingredients txt file insertion operation installing anaconda package on linux on windows mysql server - linux installation - windows installation - integrated development environment see ide interaction variables - interactive dashboardscreating with dc js - interconnectedness interface raw data column overviewhive internal data international data corporation see idc internet of things interpretation error interpreting new variables - int_rate option - - ipcluster library ipynb file ipython ipython notebook command ipython notebook files java java development kit java programming language java -version java_home variable - javascript dashboarding library javascript main function javascript mapreduce library jj tag jjr tag jjs tag jobs py joining tables - joinssimulating using views jquery jquery onload handler jquery selectors jupiter just-in-time compiling -folds cross validation -nearest neighbors key variable key-value pairs key-value stores - - kpi chart regularization regularization label propagation labeled data labels lambda : split(',' lamp (linuxapachemysqlphp language algorithms large data latent variables comparing accuracy of original data set with - finding in wine quality data set - leave- out validation strategy lemmatization - lending club - - libraries linear regression linkedin linux anaconda package installation elasticsearch installation on - mysql server installation - neo installation linux hadoop cluster load_svmlight_file(function loanstats csv zip file local file system commands localhost: localhost: locality-sensitive hashing login configurationputty lower-level languages lowercasing words ls tag ls uri command machine learning - applications for - in data science process - modeling process - engineering features and selecting model - predicting new observations training the model validating model - overview python tools used in - optimizing operations - overview packages for working with data in memory semi-supervised supervised - unsupervised - case study comparing accuracy of original data set with latent variables - discerning simplified latent structure from data grouping similar observations to gain insight from distribution of data - interpreting new variables - overview machine-generated data - mahout main(function - major league baseball advanced media see mlbam