- Ensemble Methods: Elegant Techniques to Produce Improved Machine Learning Results - Feb 16, 2016.
Get a handle on ensemble methods from voting and weighting to stacking and boosting, with this well-written overview that includes numerous Python-style pseudocode examples for reinforcement.
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- Advanced Data Analytics for Business Leaders Explained - Sep 24, 2014.
A business-level explanation of most important data analytics and machine learning methods, including neural networks, deep learning, clustering, ensemble methods, SVM, and when do use what models.
- Top KDnuggets tweets, Aug 4-5: Ensemble Methods, a brief history; Data Scientist role shifting - Aug 6, 2014.
Ensemble Methods are the backbone of #MachineLearning - a brief history; Data Scientist role shifting, with companies focusing on Developers; To add #MachineLearning for Python, scikit-learn; for Hadoop: Mahout; Meet Fortune 2014 #BigData All-Stars: data scientists, entrepreneurs, CEOs.
- Top KDnuggets tweets, Apr 9-10: MLlib: Scalable Machine Learning on Spark; Ensemble methods overview - Apr 11, 2014.
MLlib: Scalable Machine Learning on Spark (free ebook); Ensemble methods usually give best results in Machine Learning - an overview; Prediction.io open source machine learning server ; Maslow Hierarchy of Analytical Needs - too clever?