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Data Mining

Data Mining

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 )

Machine Learning for Data Mining by Jesus Salcedo

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 )

Database Internals by Alex Petrov

epub |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 )

Machine Learning with R by Brett Lantz

epub |eng | | Author:Brett Lantz

The correlation also seems to be substantially higher: > cor(p.cubist, wine_test$quality) [1] 0.6201015 Furthermore, the model slightly reduced the mean absolute error: > MAE(wine_test$quality, p.cubist) [1] 0.5339725 Although we did …

( Category:

Machine Theory

September 24,2019 )

Hands-On Web Scraping with Python by Anish Chapagain

epub |eng | 2019-06-14 | Author:Anish Chapagain

print(list(soup.find(‘p’,’story’).contents)) [‘Once upon a time there were three little sisters; and their names weren’, Elsie, ‘,n’, Lacie, ‘ andn’, Tillie, ‘;nand …

( Category:

Intelligence & Semantics

September 19,2019 )

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 )

Artificial Intelligence Basics by Tom Taulli

epub |eng | | Author:Tom Taulli

Sending invoices Issuing refunds to customers Reconciling financial records Transferring data from one system to another Providing standard replies to customers This is all done by having a bot replicate …

( Category:

Intelligence & Semantics

August 10,2019 )

Data Science with Python and Dask by Jesse Daniel

epub |eng | 2019-07-17 | Author:Jesse Daniel [Jesse Daniel]

( Category:

Data Mining

August 4,2019 )

Microsoft SQL Server 2016 by Dusan Petkovic

epub |eng | 2017-06-30 | Author:Dusan Petkovic

RAID 0 specifies disk striping without parity. Using RAID 0, the data is written across several disk drives in order to allow data access more readily, and all read and …

( Category:

SQL Server

July 1,2019 )

Visual Data Storytelling With Tableau by Lindy Ryan

epub |eng | 2018-05-19 | Author:Lindy Ryan [Ryan, Lindy]

( Category:

Data Mining

June 6,2019 )

Learning TensorFlow by Tom Hope Yehezkel S. Resheff and Itay Lieder

mobi |eng | 2017-08-16 | Author:Tom Hope, Yehezkel S. Resheff, and Itay Lieder

The target variable is the median value of owner-occupied homes in thousands of dollars. In this example we try to predict the target variable by using some linear combination of …

( Category:

Intelligence & Semantics

May 20,2019 )

Feature Engineering for Machine Learning by Alice Zheng and Amanda Casari

mobi |eng | 2018-04-09 | Author:Alice Zheng and Amanda Casari

Singular Value Decomposition (SVD) of a Matrix Any rectangular matrix can be decomposed into three matrices of particular shapes and characteristics: X = UΣVT Here, U and V are orthogonal …

( Category:

Data Mining

May 20,2019 )

Deep Learning by Josh Patterson and Adam Gibson

mobi |eng | 2017-08-09 | Author:Josh Patterson and Adam Gibson

Good Initial Learning Rates Ideally, we begin with a large learning rate, and if the learning process diverges, we divide this rate by a factor and try again until the …

( Category:

Data Mining

May 20,2019 )

Deep Learning by Josh Patterson & Adam Gibson

epub |eng | 2017-08-09 | Author:Josh Patterson & Adam Gibson

Understanding the Debug Output During Training During training, we’ll see command-line output such as the following: 21:36:00.358 [main] INFO o.d.o.l.ScoreIterationListener – Score at iteration 0 is 0.5154157920151949 The value at …

( Category:

Data Mining

May 20,2019 )

Learning TensorFlow by Tom Hope Yehezkel S. Resheff & Itay Lieder

epub |eng | 2017-08-16 | Author:Tom Hope, Yehezkel S. Resheff & Itay Lieder

model = learn.() Then we fit it using our training data: model.fit() We evaluate the model to see how well it does on some given dataset: model.evaluate() Finally, we use …

( Category:

Intelligence & Semantics

May 20,2019 )

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