AI News, The Power of Ensembles in Machine Learning

The Power of Ensembles in Machine Learning

Amit and Bargava discusses various strategies to build ensemble models, demonstrating how to combine model outputs from various base models (logistic regression, support vector machines, decision trees, etc.) to create a stronger, better model output.

Using an example they covers bagging, boosting, voting and stacking to explore where ensemble models can consistently produce better results when compared against the best-performing single models.

The Power of Ensembles - Machine Learning

Creating better models is a critical component to building a good data science product. It is relatively easy to build a first-cut machine-learning model, but what ...

Bargava Subramanian - Machine Learning: Power of Ensembles

Bargava Subramanian - Machine Learning: Power of Ensembles [EuroPython 2016] [22 July 2016] [Bilbao, Euskadi, Spain] ...

Machine Learning: Python and the Power of Ensembles by Bargava Raman Subramanian

"It is relatively easy to build a first-cut machine learning model. But what does it take to build a reasonably good model, or even a state-of-art model ? Ensemble ...

Boosting

This video is part of the Udacity course "Machine Learning for Trading". Watch the full course at

17. Learning: Boosting

MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: Instructor: Patrick Winston Can multiple weak classifiers be ..

Predicting the Winning Team with Machine Learning

Only a few days left to signup for my Decentralized Applications course! Can we predict the outcome of a football game given a dataset ..

Weka Tutorial 13: Stacking Multiple Classifiers (Classification)

In this tutorial I have shown how to use Weka for combining multiple classification algorithms. Both ensembles (bagging and boosting) and voting combining ...

How to Predict Stock Prices Easily - Intro to Deep Learning #7

Only a few days left to signup for my Decentralized Applications course! We're going to predict the closing price of the S&P 500 using a ..

Ensemble Learning Outputs Quiz - Georgia Tech - Machine Learning

Watch on Udacity: Check out the full Advanced Operating Systems ..

How To Build A Sleeper [Feature Length]

The MCM boys embark on an ambitious project to build an epic sleeper with a 1000% increase in power... Daily updates on Facebook: ...