Hands-On Unsupervised Learning Using Python

Hands-On Unsupervised Learning Using Python

Many industry experts consider unsupervised learning the next frontier in artificial intelligence, one that may hold the key to general artificial intelligence. Since the majority of the world’s data is unlabeled, conventional supervised learning cannot be applied. Unsupervised learning, on the other hand, can be applied to unlabeled datasets to discover meaningful patterns buried deep in the data, patterns that may be near impossible for humans to uncover.

Author Ankur Patel shows you how to apply unsupervised learning using two simple, production-ready Python frameworks: Scikit-learn and TensorFlow using Keras. With code and hands-on examples, data scientists will identify difficult-to-find patterns in data and gain deeper business insight, detect anomalies, perform automatic feature engineering and selection, and generate synthetic datasets. All you need is programming and some machine learning experience to get started.
Compare the strengths and weaknesses of the different machine learning approaches: supervised, unsupervised, and reinforcement learningSet up and manage machine learning projects end-to-endBuild an anomaly detection system to catch credit card fraudClusters users into distinct and homogeneous groupsPerform semisupervised learningDevelop movie recommender systems using restricted Boltzmann machinesGenerate synthetic images using generative adversarial networks



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Hands On Unsupervised Learning Using Python


Hands On Unsupervised Learning Using Python Download Now Read Online

Author by : Ankur A. Patel
Languange Used : en
Release Date : 2019-02-21
Publisher by : O'Reilly Media






Hands On Unsupervised Learning Using Python


Hands On Unsupervised Learning Using Python Download Now Read Online

Author by : Ankur A. Patel
Languange Used : en
Release Date : 2019-02-21
Publisher by : "O'Reilly Media, Inc."






Hands On Unsupervised Learning Using Python


Hands On Unsupervised Learning Using Python Download Now Read Online

Author by : Ankur A. Patel
Languange Used : en
Release Date : 2019-03-15
Publisher by :






Hands On Unsupervised Learning With Python


Hands On Unsupervised Learning With Python Download Now Read Online

Author by : Giuseppe Bonaccorso
Languange Used : en
Release Date : 2019-02-28
Publisher by : Packt Publishing Ltd






Hands On Machine Learning With Scikit Learn And Tensorflow


Hands On Machine Learning With Scikit Learn And Tensorflow Download Now Read Online

Author by : Aurélien Géron
Languange Used : en
Release Date : 2017-03-13
Publisher by : "O'Reilly Media, Inc."






Hands On Machine Learning For Algorithmic Trading


Hands On Machine Learning For Algorithmic Trading Download Now Read Online

Author by : Stefan Jansen
Languange Used : en
Release Date : 2018-12-31
Publisher by : Packt Publishing Ltd






Hands On Machine Learning With Python


Hands On Machine Learning With Python Download Now Read Online

Author by : John Anderson
Languange Used : en
Release Date : 2018-08-06
Publisher by : Createspace Independent Publishing Platform






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