Advanced Modeling
November 14, 2018
#machine learning
Build models that learn from data. Practical machine-learning tutorials in R and Python covering classification, regression, clustering, and evaluation.
All
Introduction 44
Getting Data 26
Basic Statistics 44
Data Management 42
Visualizing Data 78
Regression Models 46
Advanced Modeling 84
Programming 51
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Advanced Modeling
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Image clustering with Keras and k-Means
Advanced Modeling
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‘How do neural nets learn?’ A step by step explanation using the H2O Deep Learning algorithm.
Introduction
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Machine Learning Basics – Random Forest (video tutorial in German)
Advanced Modeling
August 1, 2018
Understanding Titanic Dataset with H2O’s AutoML, DALEX, and lares library
Advanced Modeling
July 19, 2018
Automated Text Feature Engineering using textfeatures in R
Visualizing Data
July 18, 2018
Machine Learning Results in R: one plot to rule them all! (Part 1 – Classification Models)
Advanced Modeling
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R vs Python: Image Classification with Keras
Advanced Modeling
May 15, 2018