Advanced Modeling
March 5, 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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Regression Models
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Machine Learning with R Caret – Part 1
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Handling ‘Happy’ vs ‘Not Happy’: Better sentiment analysis with sentimentr in R
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Predict Customer Churn – Logistic Regression, Decision Tree and Random Forest
Advanced Modeling
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A Gentle Introduction on Market Basket Analysis — Association Rules
Visualizing Data
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Multi-Dimensional Reduction and Visualisation with t-SNE
Visualizing Data
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Comparing Trump and Clinton’s Facebook pages during the US presidential election, 2016
Advanced Modeling
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Explaining complex machine learning models with LIME
Advanced Modeling
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