Increase your machine studying mannequin efficiency!

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Boost your machine learning model performance!


Ensemble machine studying trains a various group of machine studying fashions to work collectively, aggregating their output to ship richer outcomes than a single mannequin.

In Ensemble Strategies for Machine Studying you’ll uncover core ensemble strategies which have confirmed data in each information science competitions and real-world purposes. Arms-on case research that present you ways every algorithm works in manufacturing. By the point you are finished, you may know the advantages, limitations, and sensible strategies of making use of ensemble machine studying to real-world information, and be able to construct extra explainable ML programs.


Ensemble strategies are a beneficial device. I can mixture the strengths from a number of strategies whereas mitigating their particular person weaknesses and growing mannequin efficiency.

—Noah Flynn, Amazon


With every new chapter the creator, Gautam Kunapuli, explains a novel case examine that demonstrates a totally practical ensemble methodology, with examples together with medical prognosis, sentiment evaluation, handwriting classification, and extra. No complicated math or concept—you’ll study in a visuals-first method, with ample code for simple experimentation!

Ensemble Strategies for Machine Studying is offered from its publisher Manning and from Amazon.

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Boost your machine learning model performance!


One free eBook code for Ensemble Strategies for Machine Studying: enskdrf-413E

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