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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 )
Python Data Science Handbook: Essential Tools for Working with Data by VanderPlas Jake
epub |eng | 2016-11-20 | Author:VanderPlas, Jake [VanderPlas, Jake]

In [ 4 ]: for i in range ( 1 , 7 ): plt . subplot ( 2 , 3 , i ) plt . text ( 0.5 , 0.5 ...
( Category: Research November 25,2016 )
Deep Learning in Python: Master Data Science and Machine Learning with Modern Neural Networks written in Python, Theano, and TensorFlow (Machine Learning in Python) by LazyProgrammer
epub, azw3, mobi, pdf |eng | 2016-03-11 | Author:LazyProgrammer [Unknown]

I create a train function similar to the simple example above: train = theano.function( inputs=[thX, thT], updates=[(W1, update_W1),(W2, update_W2)], ) And I create a prediction function to tell me the ...
( Category: other July 1,2016 )
Convolutional Neural Networks in Python: Master Data Science and Machine Learning with Modern Deep Learning in Python, Theano, and TensorFlow (Machine Learning in Python) by LazyProgrammer
epub, pdf |eng | 2016-05-15 | Author:LazyProgrammer [Unknown]

So in Theano, our first filter has the dimensions “num_feature_maps”, which you can think of as the number of kernels or filters we are going to create, then it has ...
( Category: other July 1,2016 )
Natural Language Processing in Python: Master Data Science and Machine Learning for spam detection, sentiment analysis, latent semantic analysis, and article spinning (Machine Learning in Python) by LazyProgrammer
epub |eng | 2016-05-17 | Author:LazyProgrammer [Unknown]

If you haven’t installed NLTK already, you can just do “sudo pip install nltk” in your command line. Note that for some of these examples, NLTK might give you a ...
( Category: other July 1,2016 )
Unsupervised Machine Learning in Python: Master Data Science and Machine Learning with Cluster Analysis, Gaussian Mixture Models, and Principal Components Analysis by LazyProgrammer
epub |eng | 2016-05-22 | Author:LazyProgrammer [Unknown]

N = 900 # number of samples X = np.zeros((N, D)) X[:300, :] = np.random.randn(300, D) + mu1 X[300:600, :] = np.random.randn(300, D) + mu2 X[600:, :] = np.random.randn(300, D) ...
( Category: other July 1,2016 )
A collection of Data Science Interview Questions Solved in Python and Spark: BigData and Machine Learning in Python and Spark (A Collection of Programming Interview Questions Book 6) by Antonio Gulli
epub |eng | 2015-10-16 | Author:Antonio Gulli [Gulli, Antonio]

# Load documents (one per line). documents = sc.textFile("...").map(lambda line: line.split(" ")) #hash the terms and compute the TF on documents hashingTF = HashingTF() tf = hashingTF.transform(documents) # force the ...
( Category: Computers & Technology June 30,2016 )
Deep Learning in Python Prerequisites: Master Data Science and Machine Learning with Linear Regression and Logistic Regression in Python (Machine Learning in Python) by LazyProgrammer
epub, azw3, pdf |eng | 2016-03-18 | Author:LazyProgrammer [Unknown]

With deep learning and neural networks, we typically use (0, 1). Although the visualizations used in this section were necessarily in 2 dimensions, note that all the techniques used do ...
( Category: other May 10,2016 )
SQL for Marketers: Dominate data analytics, data science, and big data (Data Science and Machine Learning in Python) by LazyProgrammer
azw3, epub |eng | 2016-03-16 | Author:LazyProgrammer

Check if it’s been updated correctly (you can hit up to use the previous command). Delete Now let’s say we want to get rid of this new row. The general ...
( Category: Computers & Technology April 21,2016 )
Data Science: Questions and Answers by George Duckett
epub, azw3, mobi, pdf |eng | 2016-03-19 | Author:George Duckett [Duckett, George]

( Category: Computers & Technology April 14,2016 )
Java Programming Box Set: Programming, Master's Handbook & Artificial Intelligence Made Easy; Code, Data Science, Automation, problem solving, Data Structures & Algorithms (CodeWell Box Sets) by Code Well Academy
azw3 |eng | 2016-03-25 | Author:Code Well Academy

// INPUT: - a Book // OUTPUT: - none // EFFECT: ????? void bookTemplateFunc(Book b) { b.AUTHOR //do something b.TITLE // do something b.PAGECOUNT // do something } Here’s an ...
( Category: Computers & Technology April 14,2016 )
Java Programming Box Set: Programming, Master's Handbook & Artificial Intelligence Made Easy; Code, Data Science, Automation, problem solving, Data Structures & Algorithms (CodeWell Box Sets) by Code Well Academy
mobi |eng | 2016-03-25 | Author:Code Well Academy

Methods: Functions for Object-Oriented Programming In Object-oriented programming, data and procedures are bundled in data structures called classes. Functions are called Methods and class variables are called Fields. You can ...
( Category: Computers & Technology April 14,2016 )

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