Data Processing
epub |eng | 2019-10-24 | Author:Anurag Srivastava

To activate this adaptive replica selection, the following setting needs to be changed to true: cluster.routing.use_adaptive_replica_selection We can change the preceding setting through a query as well. The following code ...
( Category: Data Modeling & Design November 26,2019 )
epub |eng | 2019-09-27 | Author:Ian Pointer

start_time = time.process_time() b.__getitem__(33) end_time = time.process_time() end_time - start_time >> 0.0031465259999094997 Obtaining an element from this dataset takes roughly the same time as in our original audio-based one, so ...
( Category: Machine Theory November 4,2019 )
epub |eng | 2019-10-29 | Author:Valliappa Lakshmanan

JOIN versus denormalization What if we were to store the distance traveled in each trip in a denormalized table? CREATE OR REPLACE TABLE ch07eu.cycle_hire AS SELECT start_station_name , end_station_name , ...
( Category: Enterprise Applications October 30,2019 )
epub |eng | 2019-06-23 | Author:Javier Luraschi

Figure 8-1. Spark processing raw data from a data lakes, databases, and data warehouses To support a broad variety of data sources, Spark needs to be able to read and ...
( Category: Data Mining October 20,2019 )
epub |eng | 2019-09-13 | Author:Greg Deckler

The same four arrow icons for expanding/collapsing and drilling down and up through a hierarchy that appear above or below a visualization that contains a hierarchy are also available in ...
( Category: Enterprise Applications October 12,2019 )
epub, pdf |eng | 2019-02-28 | Author:Yuxi (Hayden) Liu; [Неизв.]

( Category: Machine Theory October 11,2019 )
epub |eng | | Author:Sudhi R. Sinha & Youngchoon Park

9.Access rights—Provisioning users with elevated privileges beyond the minimum required, such as the use of administrator accounts for routing functions, creates a risk for unintentional and malicious incidents. An example ...
( Category: Enterprise Applications October 10,2019 )
epub |eng | 2019-09-03 | Author:Matt Harrison

>>> from yellowbrick.model_selection import ( ... ValidationCurve, ... ) >>> fig, ax = plt.subplots(figsize=(6, 4)) >>> vc_viz = ValidationCurve( ... RandomForestClassifier(n_estimators=100), ... param_name="max_depth", ... param_range=np.arange(1, 11), ... cv=10, ... n_jobs=-1, ...
( Category: Machine Theory October 4,2019 )
epub |eng | 2019-05-20 | Author:Imran Bashir

( Category: Cryptography October 3,2019 )
epub |eng | 2019-09-12 | Author:Seth Weidman

mnist_soft = NeuralNetwork( layers=[Dense(neurons=89, activation=Tanh(), weight_init="glorot", dropout=0.8), Dense(neurons=10, activation=Linear(), weight_init="glorot")], loss = SoftmaxCrossEntropy(), seed=20190119) and training the model with the same hyperparameters as before (exponential weight decay from an initial ...
( Category: Machine Theory September 30,2019 )
epub |eng | 2019-04-30 | Author:Jesus Salcedo

As you can see, we have the same number of cases for each of these variables. The most important predictor ended up being the TVs variable, as we can see ...
( Category: Machine Theory September 30,2019 )
epub |eng | 2019-09-26 | Author:Deepak Mukunthu

Figure 5-9. Azure portal—verifying that the deployment to ACI is complete Using the Azure portal, you can navigate to the ACI created and click Containers. You will see the two ...
( Category: Intelligence & Semantics September 30,2019 )
epub |eng | | Author:Ekaba Bisong

One-Hot Encoding In a classification problem, one-hot encoding is the process of transforming the class labels of the target variable into a matrix of binary variables. The one-hot encoder assigns ...
( Category: Intelligence & Semantics September 29,2019 )
epub, pdf |eng | 2019-05-14 | Author:Alex Petrov

Message order Unreliable networks present us with two problems: messages can arrive out of order and, because of retransmits, some messages may arrive more than once. We have already introduced ...
( Category: Data Mining September 28,2019 )
epub |eng | 2019-07-19 | Author:Anurag Srivastava

We are going to cover the following topics in this chapter: Introducing Dev Tools The Dev Tools Console Search Profiler Grok Debugger Introducing Timelion Building a metrics dashboard in Timelion ...
( Category: Enterprise Applications September 23,2019 )