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Boschetti, Massaron -- Python Data Science Essentials, 2nd ed. -- 2016 by Unknown
pdf | | 2016-10-21 | Author:Unknown

( Category: other July 12,2020 )
Madhavan -- Mastering Python for Data Science -- 2015 by Unknown
pdf | | 2015-08-28 | Author:Unknown

( Category: other July 12,2020 )
Data Science and Predictive Analytics - Ivo D. Dinov, 1st ed. 2018 by 978-3-319-72347-1
pdf | | 2018-08-22 | Author:978-3-319-72347-1

( Category: other July 11,2020 )
The Data Science Design Manual - Steven S. Skiena, 1st ed. 2017 by 978-3-319-55444-0
pdf | | 2017-05-02 | Author:978-3-319-55444-0

( Category: other July 11,2020 )
Regression Models for Data Science in R by Brian Caffo
epub, pdf |eng | 2015-07-15 | Author:Brian Caffo [Brian Caffo]

Other thoughts on this data We don’t suggest that this is in anyway a thorough analysis of this data. For example, the data are counts which are bounded from below ...
( Category: other July 10,2020 )
Python for Data Analysis: A Step-By-Step Guide to Master the Basics of Data Science and Analysis in Python Using Pandas, Numpy And Ipython (Data Science Mastery Book 2) by Park Andrew
epub |eng | 2020-07-05 | Author:Park, Andrew [Park, Andrew]

Chapter 6 Pandas Pandas are built on NumPy and they are meant to be used together. This makes it extremely easy to extract arrays from the data frames. Once these ...
( Category: Data Processing July 10,2020 )
Bayesian Optimization and Data Science by Francesco Archetti & Antonio Candelieri
epub |eng | | Author:Francesco Archetti & Antonio Candelieri

The following figure shows another case where TS is, instead, more explorative than LCB (Fig. 4.5). Fig. 4.5Next point to evaluate according to TS and LCB: the sample from GP ...
( Category: Intelligence & Semantics July 10,2020 )
Python Data Science: The Ultimate and Complete Guide for Beginners to Master Data Science with Python Step By Step (Data Science Mastery Book 3) by Park Andrew
epub |eng | 2020-07-05 | Author:Park, Andrew [Park, Andrew]

Decision Trees Decisions trees are also a good option that we can work with when we want to take a few available options, and then compare them to see what ...
( Category: Data Modeling & Design July 10,2020 )
Principles of Data Science by Unknown
epub |eng | | Author:Unknown

6.Pearson Correlation Similarity: The Pearson correlation coefficient is used to determine the strength and relationship between two variables. If there is a strong relationship between two variables, then the value ...
( Category: Architecture July 10,2020 )
Advances in Data Science by Unknown
epub |eng | | Author:Unknown

8. Wijeratne, S., Balasuriya, L., Sheth, A., Doran, D.: A semantics-based measure of emoji similarity (2017). arXiv preprint: arXiv:​1707.​04653 9. Hess, R.: An open-source siftlibrary. In: Proceedings of the 18th ...
( Category: Architecture July 10,2020 )
Machine Learning: 2 Books in 1: An Introduction Math Guide for Beginners to Understand Data Science Through the Business Applications by Hack Samuel
pdf |eng | 2020-05-16 | Author:Hack, Samuel

( Category: other July 9,2020 )
Algorithms for Data Science by Brian Steele John Chandler & Swarna Reddy
epub |eng | | Author:Brian Steele, John Chandler & Swarna Reddy

6.8 Analysis of Residuals The purpose of residual analysis is to investigate model adequacy. In some analyses involving small data sets, the analysis of residuals also may seek to investigate ...
( Category: Data Mining July 8,2020 )
Data Science and Productivity Analytics by Unknown
epub |eng | | Author:Unknown

Proof Firstly, we know that any optimal solution of model (7.7) is a Pareto-optimal solution of model (7.4). Because Model (7.4) is multiple-objective programming model which has the same constraints ...
( Category: Accounting July 8,2020 )
Data Science by Memon Qurban A.; Khoja Shakeel Ahmed;
epub |eng | 2020-07-15 | Author:Memon, Qurban A.; Khoja, Shakeel Ahmed;

To overcome the imbalance problem, the bagging and oversampling techniques may be used. Once the multicollinearity and imbalance have been removed, depending on the healthcare analytics goal, the analyst may ...
( Category: other July 7,2020 )
Machine Learning: 2 Books in 1: Machine Learning for Beginners, Machine Learning Mathematics. An Introduction Guide to Understand Data Science Through the Business Application by Samuel Hack
epub |eng | 2019-11-08 | Author:Samuel Hack [Hack, Samuel]

Data optimization is another area that machine learning is closely linked with. Various learning issues can be formulated as minimization of certain “loss function” on training data set. “Loss functions” ...
( Category: Industries July 7,2020 )

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