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Spark for Data Science by Unknown
epub |eng | | Author:Unknown

Introduction to machine learning In the previous sections of the book, we learnt how the response/outcome variable is related to the predictor variables, typically in a supervised learning context. There ...
( Category: other September 2,2018 )
Data Science Fundamentals for Python and MongoDB by David Paper
epub, pdf |eng | | Author:David Paper

def f(x): return x**3 - 6 * x**2 + 9 * x + 15 def df(x): return 3 * x**2 - 12 * x + 9 if __name__ == "__main__": ...
( Category: Programming Languages August 31,2018 )
Introduction to Machine Learning with Python: A Guide for Beginners in Data Science by Daniel Nedal & Peters Morgan
epub |eng | 2018-07-25 | Author:Daniel Nedal & Peters Morgan [Nedal, Daniel]

How to Build a Basic Model Using Naive Bayes in Python For our hands on example we would build a Naive Bayes model in Python to tackle a spam classification ...
( Category: Computers & Technology August 12,2018 )
Thoughtful Data Science: A Programmer’s Toolset for Data Analysis and Artificial Intelligence with Python, Jupyter Notebook, and PixieDust by David Taieb
epub |eng | 2018-07-30 | Author:David Taieb [Taieb, David]

( Category: Computers & Technology August 12,2018 )
Unsupervised Machine Learning in Python: Master Data Science and Machine Learning with Cluster Analysis, Gaussian Mixture Models, and Principal Components Analysis by Unknown
epub |eng | | Author: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 27,2018 )
Statistics for Data Science: Leverage the power of statistics for Data Analysis, Classification, Regression, Machine Learning, and Neural Networks by James D. Miller
epub |eng | 2017-11-17 | Author:James D. Miller [Miller, James D.]

Introducing statistical regression As promised, let's get going in this chapter with a section that provides a clear explanation of what statistical regression is. For starters, statistical regression is also ...
( Category: Software July 18,2018 )
Jupyter for Data Science: Exploratory analysis, statistical modeling, machine learning, and data visualization with Jupyter by Dan Toomey
epub |eng | 2017-10-19 | Author:Dan Toomey [Toomey, Dan]

Product Product ID, Description, Price Order Order ID, Order Date ProductOrder Order ID, Product ID, Quantity So, an Order has a list of Product/Quantity values associated. We can populate the ...
( Category: Databases & Big Data July 17,2018 )
Report Writing for Data Science in R by Roger D. Peng
epub, pdf |eng | 2015-08-08 | Author:Roger D. Peng

Markdown Syntax Markdown has a very simple syntax that we will briefly review here. Headings # This is a primary heading (think <h1> in HTML) ## This is a secondary ...
( Category: other July 15,2018 )
Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning by unknow
epub |eng | 2018-03-01 | Author:unknow

FIGURE 3-63 Output of the batch execution API call The job execution should take only a few seconds. Go to the Azure Blob Storage and download the output file. This ...
( Category: other July 11,2018 )
Data Science by John D. Kelleher & Brendan Tierney
epub |eng | 2018-05-23 | Author:John D. Kelleher & Brendan Tierney

Decision Trees Linear regression and neural networks work best with numeric inputs. If the input attributes in a data set are primarily nominal or ordinal, however, then other ML algorithms ...
( Category: Technology July 3,2018 )
R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science by Alboukadel Kassambara
epub |eng | 2017-11-13 | Author:Alboukadel Kassambara [Kassambara, Alboukadel]

Possible error plots: Combine error bars with violin plots, dot plots, line and bar plots: # Combine with violin plots ggplot(ToothGrowth, aes(dose, len))+ geom_violin(trim = FALSE) + geom_pointrange(aes(ymin = len-sd, ...
( Category: Software June 28,2018 )
Analytics and Data Science by Amit V. Deokar Ashish Gupta Lakshmi S. Iyer & Mary C. Jones
epub |eng | | Author:Amit V. Deokar, Ashish Gupta, Lakshmi S. Iyer & Mary C. Jones

© Springer International Publishing AG 2018 Amit V. Deokar, Ashish Gupta, Lakshmi S. Iyer and Mary C. Jones (eds.)Analytics and Data ScienceAnnals of Information Systemshttps://doi.org/10.1007/978-3-319-58097-5_11 11. The Competitive Landscape of ...
( Category: Business & Money April 26,2018 )
Palpable Python beat it in 7 days: Learn it fast, Use it more Effective Step by Step Practical Programming for Newbies, Introduction Encoding functions Data Science by Robert Anderson
mobi |eng | 2018-04-15 | Author:Robert Anderson

__all__ = ["echo", "surround", "reverse"] This would mean that from sound.effects import * imported the three sub-modules of the sound package. If __all__ is not set, the statement from sound.effects ...
( Category: Computers & Technology April 22,2018 )
Data Science for Business: Data Analytics Guide with Strategies and Techniques by Charles Jensen
azw3 |eng | 2017-07-11 | Author:Charles Jensen

Database querying Querying is requesting for a specific subset of data or statistics about data that is processed in a technical language and done in a database system. This technique ...
( Category: Databases & Big Data April 15,2018 )
Journal of Data Science Research by Xianrong Zheng
azw3 |eng | 2017-05-01 | Author:Xianrong Zheng [Zheng, Xianrong]

4 THE DEFINITION OF “SET CODE” AND ITS OPERATION RULES To improve the efficiency of set operations, the elements in a set need to be formalized. We introduce the binary ...
( Category: Computers & Technology April 15,2018 )

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