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Data Modeling & Design
Hands-On Blockchain with Hyperledger by Nitin Gaur
epub |eng | 2019-03-22 | Author:Nitin Gaur

Participants are agents Our examination of participant types shows us that they all have one thing in common—they have a significant degrees of agency—they actively do things. Although systems and ...
( Category: Cryptography November 29,2019 )
The Ultimate Guide to Cleaning Data in Excel and Google Sheets: Proven techniques and best practices for cleaning business data. by Christopher Rafter
epub, pdf |eng | 2019-03-30 | Author:Christopher Rafter [Rafter, Christopher]

Problems that could fall into either category (“Uh. I’ll need to get back to you.”) Partial or incomplete values Duplicates These are general guidelines, nothing with data is ever absolute. ...
( Category: Data Modeling & Design November 27,2019 )
Elasticsearch 7 Quick Start Guide by Anurag Srivastava
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 )
Programming PyTorch for Deep Learning by Ian Pointer
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 )
Kotlin Coroutines by Tutorials by By Filip Babić & By Nishant Srivastava
epub |eng | | Author:By Filip Babić & By Nishant Srivastava

Create a channel with default — i.e., 0 capacity. Set up the producer. Send data in the channel. Conditional check, if the current item is equal to value Pear. Signal ...
( Category: Data Modeling & Design October 30,2019 )
Mastering Spark with R by Javier Luraschi
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 )
Hands-On Predictive Analytics with Python by Alvaro Fuentes
epub |eng | 2018-12-27 | Author:Alvaro Fuentes [Alvaro Fuentes]

( Category: Data Mining October 11,2019 )
Machine Learning Pocket Reference by Matt Harrison
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 )
Deep Learning from Scratch by Seth Weidman
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 )
Applied Data Science with Python and Jupyter by Alex Galea
epub, pdf |eng | 2018-10-30 | Author:Alex Galea [Alex Galea]

Note The apply method is great because it can solve a variety of problems and allows for easily readable code. Often though, vectorized methods such as pd.Series.str can accomplish the ...
( Category: Data Processing September 23,2019 )
Microsoft Power BI Quick Start Guide by Devin Knight
epub |eng | 2018-07-30 | Author:Devin Knight

One of the benefits of creating explicit measures is the ability to centralize formatting. Once the measure has been created, navigate to the modeling ribbon and change the formatting to ...
( Category: Enterprise Applications September 20,2019 )
Hands-On Ensemble Learning with Python by George Kyriakides
epub |eng | 2019-07-31 | Author:George Kyriakides

Errors and differences for gradient boost regression For the classification example, we use the hand-written digit classification dataset. Again, we define the n_estimators and learning_rate parameters: # --- SECTION 1 ...
( Category: Computer Vision & Pattern Recognition September 17,2019 )
The Art of Statistics: How to Learn From Data by David Spiegelhalter
epub |eng | 2019-03-28 | Author:David Spiegelhalter

I know of scarcely anything so apt to impress the imagination as the wonderful form of cosmic order expressed by the ‘Law of Frequency of Error’. The law would have ...
( Category: Probability & Statistics September 5,2019 )
The Art of Statistics by David Spiegelhalter
epub, azw3, pdf |eng | 2019-09-02 | Author:David Spiegelhalter

I know of scarcely anything so apt to impress the imagination as the wonderful form of cosmic order expressed by the ‘Law of Frequency of Error’. The law would have ...
( Category: Probability & Statistics September 4,2019 )
Hands-On Big Data Modeling by Suresh Kumar Mukhiya & Tao Wei & James Lee
epub |eng | 2018-11-29 | Author:Suresh Kumar Mukhiya & Tao Wei & James Lee [Suresh Kumar Mukhiya]

( Category: Data Mining September 3,2019 )

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