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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data by Hadley Wickham & Garrett Grolemund
azw3, mobi |eng | 2016-12-12 | Author:Hadley Wickham & Garrett Grolemund [Wickham, Hadley]

as.duration(h_age) #> [1] "1167350400s (~36.99 years)" Durations come with a bunch of convenient constructors: dseconds(15) #> [1] "15s" dminutes(10) #> [1] "600s (~10 minutes)" dhours(c(12, 24)) #> [1] "43200s (~12 ...
( Category: Software September 3,2017 )
Learning to Love Data Science by Mike Barlow
mobi, epub, pdf |eng | 2015-11-11 | Author:Mike Barlow

The RTBDA Stack At this moment, it’s clear that an architecture for handling RTBDA is slowly emerging from a disparate set of programs and tools. What isn’t clear, however, is ...
( Category: Databases & Big Data August 25,2017 )
Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R by Daniel Gutierrez
azw3, epub |eng | 2015-09-26 | Author:Daniel Gutierrez [Gutierrez, Daniel]

Figure 5-1 Scatterplot of the linear regression model for medv and rm with regression line Now you can use the coefficients and the trained model to make predictions for new ...
( Category: Databases & Big Data August 22,2017 )
Data Science from Scratch: First Principles with Python by Joel Grus
epub, azw3, pdf |eng | 2015-04-13 | Author:Joel Grus [Grus, Joel]

( Category: Databases & Big Data August 20,2017 )
Python Data Science Essentials by 2015
epub, mobi |eng | | Author:2015

If the value of the outliers fraction is very small, nu will be small and the SVM algorithm will try to fit the contour of the data points. On the ...
( Category: Programming Languages August 20,2017 )
Unsupervised Deep Learning in Python: Master Data Science and Machine Learning with Modern Neural Networks written in Python and Theano (Machine Learning in Python) by LazyProgrammer
epub |eng | 2016-06-29 | Author:LazyProgrammer

X_in = T.matrix('X_%s' % self.id) X_hat = self.forward_output(X_in) # attach it to the object so it can be used later # must be sigmoidal because the output is also a ...
( Category: Computer Science August 17,2017 )
Data Analytics: Practical Guide to Leveraging the Power of Algorithms, Data Science, Data Mining, Statistics, Big Data, and Predictive Analysis to Improve Business, Work, and Life by Arthur Zhang
epub |eng | 2017-03-08 | Author:Arthur Zhang [Zhang, Arthur]

( Category: Databases & Big Data August 5,2017 )
Python Data Science Cookbook by Gopi Subramanian
epub, azw3, pdf |eng | 2015-11-15 | Author:Gopi Subramanian [Subramanian, Gopi]

This is the function to find the closest prototype vector for a given vector:def find_closest(in_vector,proto_vectors): closest = None closest_distance = 99999 for p_v in proto_vectors: distance = euclidean_distances(in_vector,p_v.p_vector) if distance ...
( Category: Software August 1,2017 )
Mastering Python for Data Science by 2015
epub, mobi |eng | | Author:2015

Here is the output of the preceding code: In the preceding scatter plot, we can see that there is no clear pattern between the average points scored and the height. ...
( Category: Computers & Technology July 22,2017 )
Packt Publishing R for Data Science (2014) by unknow
epub | | | Author:unknow

( Category: other July 13,2017 )
Getting Started with Data Science: Making Sense of Data with Analytics (Michael LaRiviere's Library) by Murtaza Haider
epub |eng | 2016-07-11 | Author:Murtaza Haider

Spuriously Correlated Even when we find statistically significant correlation between two variables, it may turn out that the two variables might be completely unrelated. Consider the case of ice cream ...
( Category: Databases & Big Data July 12,2017 )
Java Data Science Cookbook by Shams Rushdi
azw3, epub |eng | 2017-03-27 | Author:Shams, Rushdi [Shams, Rushdi]

( Category: Databases & Big Data June 18,2017 )
Agile Data Science by Russell Jurney
epub, pdf |eng | 2013-10-14 | Author:Russell Jurney

Note If your atomic records are petabytes, you may not want to publish them all to a document store. Moreover, security constraints may make this impossible. In that case, a ...
( Category: other June 16,2017 )
Doing Data Science by Rachel Schutt & Cathy O’Neil
epub |eng | 2013-10-08 | Author:Rachel Schutt & Cathy O’Neil

So given users’ understandable concerns about privacy, students in Rachel’s class brainstormed some potential solutions that Google could implement (or that anyone dealing with user-level data could consider). Possibilities: You ...
( Category: Computers & Technology June 15,2017 )
Data Science For Dummies® by Lillian Pierson & Jake Porway
epub |eng | 2015-03-09 | Author:Lillian Pierson & Jake Porway

( Category: Data Processing March 2,2017 )

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