AutoML: when you want to be completely out of the think loop.

Predictive analytics - machine learning is when a lot of data is used to predict some other data by finding which parts affect which other parts. The goal is to reduce RMSE and that is a pretty simple metric. There used to be a time when a data scientist had to munge wrangle data, create generate and select features, select models and hyperparameters and maybe even understand the data. Not anymore. Now the system just runs its self and out pops the best possible answer with less interpret-ability than there ever used to be.

dimlakgorkehgz
dimlakgorkehgzList by dimlakgorkehgz, last updated 2019-10-04
  1. Python icon

    Python is an interpreted, interactive, object-oriented, extensible programming language. It provides an extraordinary combination of clarity and versatility, and is free and comprehensively ported.

    • Programming Language
    • FreeOpen Source
    • Mac
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    • Linux
    • Symbian S60
    • BSD
    • AROS
    • Haiku
    • AmigaOS
    • OpenSolaris
    • MorphOS
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    Python screenshot 1
  2. Useful for users of languages

  3. R (programming language) icon

    R is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be consider.

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    R (programming language) screenshot 1
  4. Primary Goal "driverless"

    github is a better wikipedia https://github.com/hibayesian/awesome-automl-papers

  5. datarobot icon

    DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today.

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
    • ...
  6. Cloud AutoML helps you easily train high quality custom machine learning models with limited machine learning expertise needed.

    • FreemiumProprietary
    • Online
    • ...
  7. Not completely automated.

    short history https://blog.datarobot.com/automated-machine-learning-short-history

  8. H2O.ai icon

    H2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on big data and provides easy productionalization of those models in enterprise env.

    • FreeOpen Source
    • Mac
    • Windows
    • Linux
    • Java
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  9. The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.

    • FreeOpen Source
    • Mac
    • Windows
    • Linux
    • Self-Hosted
    • R (programming language)
    • ...
  10. mlr provides this so that you can focus on your experiments! The framework provides supervised methods like classification, regression and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering.

    • Free PersonalOpen Source
    • Mac
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    • R (programming language)
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    • Free PersonalOpen Source
    • Mac
    • Windows
    • Linux
    • R (programming language)
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  11. WEKA icon

    Weka is a collection of machine learning algorithms for data mining tasks; with its own GUI.

    • FreeOpen Source
    • Mac
    • Windows
    • Linux
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    WEKA screenshot 1
  12. prevision.io icon

    "Predict, intelligently manage, interpret behaviors, automate, Prevision.io brings artificial intelligence into your business at an affordable cost and unparalleled performance."

    • Online
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  13. Altair RapidMiner icon

    RapidMiner makes data science teams more productive through an open source platform for data prep, machine learning, and model deployment.

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    Altair RapidMiner screenshot 1
  14. One Feature of many

    hi http://www.ml4aad.org/automl/

  15. IBM Watson Analytics icon

    Simple genius. Available for all.

    • Online
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  16. SAS icon

    SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market.

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    SAS screenshot 1
  17. IBM SPSS Statistics icon

    The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications.

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    IBM SPSS Statistics screenshot 1
  18. Microsoft Azure icon
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  19. Amazon Machine Learning allows developers to use machine learning. It provides visualization tools and wizards that guide you in the process of creating machine learning (ML) models. It makes it easy to obtain predictions using simple APIs.

    • Online
    • Amazon Web Services
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  20. BigML icon

    BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.

    • FreemiumProprietary
    • Online
    • Self-Hosted
    • ...
    BigML screenshot 1
  21. Algorithmia icon

    Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

    • FreemiumProprietary
    • Online
    • ...
    Algorithmia screenshot 1

This list was created by dimlakgorkehgz Jun 1, 2018 and was last updated Oct 4, 2019. The list has 19 apps.

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Comments

dimlakgorkehgz
CommentJun 3, 2018
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dimlakgorkehgz

Reply written Jun 3, 2018

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dimlakgorkehgz
CommentJun 2, 2018
1 reply
dimlakgorkehgz

and ez kaggles:https://mljar.com/

Reply written Jun 3, 2018

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Gu