skip to content
Effective prediction with machine learning Preview this item
ClosePreview this item
Checking...

Effective prediction with machine learning

Author: Julian Avila
Publisher: [Place of publication not identified] : Packt, [2018]
Edition/Format:   eVideo : Clipart/images/graphics : English
Summary:
"A one-stop solution to quickly program fast Machine Learning algorithms with NumPy and scikit-learn: Plot different shapes using NumPy and matplotlib, making the visualization more appealing; imputing missing values through various strategies; use Gaussian processes for regression. This course begins by taking you through videos on evaluating the statistical properties of data and generating synthetic data for  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Material Type: Clipart/images/graphics, Internet resource, Videorecording
Document Type: Internet Resource, Computer File, Visual material
All Authors / Contributors: Julian Avila
OCLC Number: 1023863554
Notes: Title from title screen (Safari, viewed February 20, 2018).
Release date from resource description page (Safari, viewed February 20, 2018).
Description: 1 online resource (1 streaming video file (1 hr., 32 min., 7 sec.)) : digital, sound, color
Responsibility: Julian Avila.

Abstract:

"A one-stop solution to quickly program fast Machine Learning algorithms with NumPy and scikit-learn: Plot different shapes using NumPy and matplotlib, making the visualization more appealing; imputing missing values through various strategies; use Gaussian processes for regression. This course begins by taking you through videos on evaluating the statistical properties of data and generating synthetic data for machine learning modeling. As you progress through the sections, you will come across videos that will teach you to implement techniques such as data pre-processing, linear regression, logistic regression, and K-NN. You will also look at Pre-Model and Pre-Processing workflows, to help you choose the right models. Finally, you'll explore dimensionality reduction with various parameters."--Resource description page.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.

Similar Items

Related Subjects:(1)

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1023863554> # Effective prediction with machine learning
    a schema:Movie, schema:VideoObject, schema:CreativeWork ;
    library:oclcnum "1023863554" ;
    rdfs:comment "Unknown 'gen' value: cig" ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4773555281#Topic/machine_learning> ; # Machine learning
    schema:author <http://experiment.worldcat.org/entity/work/data/4773555281#Person/avila_julian> ; # Julian Avila
    schema:datePublished "2018" ;
    schema:description ""A one-stop solution to quickly program fast Machine Learning algorithms with NumPy and scikit-learn: Plot different shapes using NumPy and matplotlib, making the visualization more appealing; imputing missing values through various strategies; use Gaussian processes for regression. This course begins by taking you through videos on evaluating the statistical properties of data and generating synthetic data for machine learning modeling. As you progress through the sections, you will come across videos that will teach you to implement techniques such as data pre-processing, linear regression, logistic regression, and K-NN. You will also look at Pre-Model and Pre-Processing workflows, to help you choose the right models. Finally, you'll explore dimensionality reduction with various parameters."--Resource description page."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/4773555281> ;
    schema:inLanguage "en" ;
    schema:name "Effective prediction with machine learning"@en ;
    schema:productID "1023863554" ;
    schema:url <http://proquest.safaribooksonline.com/?fpi=9781789132793> ;
    schema:url <https://login.library.sheridanc.on.ca/login?url=http://proquestcombo.safaribooksonline.com/?uiCode=sheridan&xmlId=9781789132793> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1023863554> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/4773555281#Person/avila_julian> # Julian Avila
    a schema:Person ;
    schema:familyName "Avila" ;
    schema:givenName "Julian" ;
    schema:name "Julian Avila" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.