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Data Modeling & Design
Hands-On Deep Learning with Apache Spark by Guglielmo Iozzia
epub |eng | 2019-01-31 | Author:Guglielmo Iozzia

It has a single view, which, at the top, shows a summary of the ongoing optimization process, as seen in the following screenshot: Figure 7.2: Live summary of a hyperparameters ...
( Category: Data Mining March 5,2020 )
Training Systems using Python Statistical Modeling by Curtis Miller
mobi |eng | 2019-05-17 | Author:Curtis Miller

Notice that the boundary separating individuals on the right is no longer linear. Other kernel functions are also supported by scikit-learn. Let's see the SVM in action: Let's import all ...
( Category: Data Processing March 5,2020 )
Hands-On Data Science and Python Machine Learning by Frank Kane
epub |eng | 2018-10-03 | Author:Frank Kane

( Category: Data Mining March 3,2020 )
Data Science Essentials in Python by Dmitry Zinoviev
epub |eng | 2016-08-09 | Author:Dmitry Zinoviev [Dmitry Zinoviev]

The NIAAA report is such an excellent source of data that I included a preprocessed copy of it as a “code” item for you to explore. But remember: do not ...
( Category: Data Processing March 3,2020 )
F# 4.0 Design Patterns by Gene Belitski
epub, mobi, pdf |eng | 2016-11-28 | Author:Gene Belitski [Belitski, Gene]

Note that the binding for twoByTwo did not bring any calculations to life, but it wrapped the future calculation into the Lazy type. Then, the first twoByTwo.Force() function performed the ...
( Category: Data Modeling & Design March 3,2020 )
SQL Server 2014 Design & Programming by Kalman Toth M.A. M.PHIL
epub |eng | 2014-05-10 | Author:Kalman Toth M.A. M.PHIL. [Toth M.A. M.PHIL., Kalman]

( Category: SQL March 2,2020 )
Communicating Data with Tableau by Ben Jones
epub, pdf |eng | 2014-02-28 | Author:Ben Jones

The Connected Scatterplot We haven’t yet strayed from the rule of thumb that time should be encoded on the x-axis increasing from left to right. An innovative way to encode ...
( Category: Data Modeling & Design March 1,2020 )
Introduction to Apache Flink by Friedman Ellen & Tzoumas Kostas
epub |eng | 2016-10-18 | Author:Friedman, Ellen & Tzoumas, Kostas

Figure 4-3. Implementing continuous applications using a streaming architecture. The message transport (Kafka, MapR Streams) is shown here as a horizontal cylinder. It supplies streaming data to the stream processor ...
( Category: Data Mining March 1,2020 )
TensorFlow Reinforcement Learning Quick Start Guide by Kaushik Balakrishnan
mobi, epub |eng | 2019-03-29 | Author:Kaushik Balakrishnan

Running a Rainbow network on Dopamine In 2018, some engineers at Google released an open source, lightweight, TensorFlow-based framework for training RL agents, called Dopamine. Dopamine, as you may already ...
( Category: Machine Theory February 29,2020 )
OpenGL 4.0 Shading Language Cookbook by Wolff David
epub |eng | | Author:Wolff, David

Where the one-dimensional Gaussian function is given by the following equation: So if Cij is the color of the pixel at pixel location (i,j), the sum that we need to ...
( Category: Digital Editing February 28,2020 )
Hands-On Data Science with R by Ricardo Anjoleto Farias & Nataraj Dasgupta & Vitor Bianchi Lanzetta
epub |eng | 2018-11-29 | Author:Ricardo Anjoleto Farias & Nataraj Dasgupta & Vitor Bianchi Lanzetta [Ricardo Anjoleto Farias]

( Category: Machine Theory February 27,2020 )
Building Machine Learning Powered Applications by Emmanuel Ameisen
epub |eng | 2019-06-15 | Author:Emmanuel Ameisen

Dimensionality Reduction for Errors We described vectorization and dimensionality reduction techniques for data exploration in “Vectorizing” and “Dimensionality reduction”. Let’s see how the same techniques can be used to make ...
( Category: Machine Theory February 26,2020 )
Ruby Data Processing: Using Map, Reduce, and Select by Jay Godse
epub |eng | 2018-02-18 | Author:Jay Godse [Jay Godse]

First, this is obviously a two-dimensional array. So, it will look something like this for a four-row triangle: [[1],[1,1],[1,2,1],[1,3,3,1]] For convenient printing, we’ll just do this for now: triangle.each{|row| p ...
( Category: Object-Oriented Design February 19,2020 )
Introduction to Modeling Convection in Planets and Stars by Glatzmaier Gary A
epub |eng | 2013-02-04 | Author:Glatzmaier, Gary A.

so that everywhere. Note how this is similar to how we defined the mass flux in Eq. 10.43 for a Boussinesq fluid in a cartesian box with = 1. Note ...
( Category: Astrophysics & Space Science February 5,2020 )
Python Feature Engineering Cookbook by Soledad Galli
epub |eng | 2020-01-21 | Author:Soledad Galli

boston_dataset = load_boston() data = pd.DataFrame(boston_dataset.data, columns=boston_dataset.feature_names) data['MEDV'] = boston_dataset.target The boundaries for the intervals should be learned using variables in the train set only, and then used to discretize ...
( Category: Data Mining January 30,2020 )

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