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Python Data Analysis - Second Edition by Armando Fandango
azw3, pdf |eng | 2017-03-27 | Author:Armando Fandango [Fandango, Armando]

The statsmodels modules To install statsmodels, execute the following command: $ pip3 install statsmodels In the attached ch-07.ipynb file, we list the statsmodels modules to get the following result: statmodels ...
( Category: Programming Languages February 9,2018 )
Python Data Science Essentials - Second Edition by Alberto Boschetti
epub |eng | 2017-12-14 | Author:Alberto Boschetti

Given such input, the function wraps some other complex functions. It creates n-iterations, training a model of the n-cross-validation in-samples, testing the results, and storing scores derived at each iteration ...
( Category: Programming Languages February 8,2018 )
PySpark Recipes by Raju Kumar Mishra
epub |eng | | Author:Raju Kumar Mishra

Finally, we have calculated the mean and the count value . Note The following is a good tutorial about working with reduceByKey(): http://stackoverflow.com/questions/30145329/reducebykey-how-does-it-work-internally . Recipe 5-3. Join Data Problem You ...
( Category: Programming Languages February 5,2018 )
SQL on Big Data by Sumit Pal
epub, pdf |eng | | Author:Sumit Pal

Queries can be submitted to Impala through either Impala Shell or JDBC/ODBC drivers. Once a query is submitted, the query planner process turns the query request into a collection of ...
( Category: Databases & Big Data February 4,2018 )
Pro SQL Server Always On Availability Groups by Uttam Parui & Vivek Sanil
epub |eng | | Author:Uttam Parui & Vivek Sanil

As shown in Figure 10-2, you can configure multiple secondary replicas, each of which can be used for read-only workload and/or backups and/or DBCC integrity checks. The secondary can be ...
( Category: Hardware & DIY February 4,2018 )
Pro Deep Learning with TensorFlow by Santanu Pattanayak
epub |eng | | Author:Santanu Pattanayak

Google’s TensorFlow provides a pre-trained model that is trained on the ImageNet data. It can be used for transfer learning. We use the pre-trained model from Google and retrain it ...
( Category: Databases & Big Data February 2,2018 )
Expert Scripting and Automation for SQL Server DBAs by Peter A. Carter
epub |eng | | Author:Peter A. Carter

The package succeeded, which is a great start, but it is important to test all paths within the package, which means that we will have to force either the Check ...
( Category: Databases & Big Data February 1,2018 )
Data Science on the Google Cloud Platform by Valliappa Lakshmanan
epub |eng | 2017-12-29 | Author:Valliappa Lakshmanan

traindays = spark.read \ .option("header", "true") \ .option("inferSchema", "true") \ .csv('gs://cloud-training-demos-ml/flights/trainday.csv') traindays.createOrReplaceTempView('traindays') A quick check illustrates that traindays has been read, and the column names and types are correct: results ...
( Category: Networking & Cloud Computing January 31,2018 )
Internet of Things and Big Data Analytics Toward Next-Generation Intelligence by Nilanjan Dey Aboul Ella Hassanien Chintan Bhatt Amira S. Ashour & Suresh Chandra Satapathy
epub |eng | | Author:Nilanjan Dey, Aboul Ella Hassanien, Chintan Bhatt, Amira S. Ashour & Suresh Chandra Satapathy

Click the menu “Tools—Board—NodeMCU 1.0 (ESP-12E Module)” Click the menu “Tools—port—(select Port Arduino detected on your computer except COM 1)” Then enter Sketch below, and at last click upload. 3. ...
( Category: Databases & Big Data January 30,2018 )
Data Governance Tools: Evaluation Criteria, Big Data Governance, and Alignment with Enterprise Data Management by Sunil Soares
azw3, epub, mobi |eng | 2015-01-01 | Author:Sunil Soares [Soares, Sunil]

Figure 9.15: An administrator views the status of the resolved issue in Collibra Data Governance Center. As shown in Figure 9.16, Collibra auto-generates an email to notify stakeholders that the ...
( Category: Computer Science January 28,2018 )
Big Data for Chimps: A Guide to Massive-Scale Data Processing in Practice by Philip (flip) Kromer & Russell Jurney
epub |eng | 2015-09-27 | Author:Philip (flip) Kromer & Russell Jurney [Kromer, Philip (flip)]

Pattern in use Where You’ll Use It Anywhere you’re summarizing counts. Standard Snippet FOREACH (GROUP recs BY mykey) GENERATE group AS mykey, COUNT_STAR(recs) AS ct;. Hello, SQL Users SELECT key, ...
( Category: Programming Languages January 28,2018 )
Learning Data Mining with Python - Second Edition by Robert Layton
azw3 |eng | 2017-05-04 | Author:Robert Layton [Layton, Robert]

The difference in this graph compared to the previous graph is that the edges determine the similarity between the nodes based on our similarity metric and not on whether one ...
( Category: Software January 28,2018 )
Hadoop Real-World Solutions Cookbook - Second Edition by Tanmay Deshpande
azw3, mobi, epub |eng | 2016-03-31 | Author:Tanmay Deshpande [Deshpande, Tanmay]

Total MapReduce CPU Time Spent: 1 seconds 700 msec OK 1 Tanmay 3500.0 101 101 Engineering 2 Sneha 5599.0 101 101 Engineering 3 Avinash 6700.0 102 102 HR 4 Manisha ...
( Category: Databases & Big Data January 28,2018 )
Big Data Analytics with R by Simon Walkowiak
azw3, pdf |eng | 2016-07-29 | Author:Simon Walkowiak [Walkowiak, Simon]

Note The data that we are going to use in this tutorial is the National Energy Efficiency Data - Framework: anonymised data 2014 (NEED) dataset provided by the Department of ...
( Category: Databases & Big Data January 28,2018 )
Mastering Apache Storm by Ankit Jain
azw3 |eng | 2017-08-16 | Author:Ankit Jain [Jain, Ankit]

Create a class BoltStatistics in the com.stormadvance package to get the statistics of the bolts. The class BoltStatistics contains a method printBoltStatistics(String topologyId) to print the information of all the ...
( Category: Databases & Big Data January 28,2018 )

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