Ensemble Methods
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Ensemble methods
Ensemble methods means combining different machine learning models to get a better prediction
Averageing (or blending)(model_1 + mod
...
Advanced features
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How to generate advanced features
Practical Guide for Kaggle Competition
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Competition
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Practical guide and general pipeline for data science competition
Hyperparameters tuning
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How to tune the Hyperparameters
Mean Encodings
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Artificial Intelligence
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Machine Learning
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Data Mining
For different types of Mean Encodings
Metrics
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Why should we care about metric
Exploratory data analysis
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Machine Learning
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How to do exploratory data analysis
Feature Engineering Introduction
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Artificial Intelligence
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Machine Learning
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Tricks
Some useful technique to do feature engineering
Decision Boundry
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Artificial Intelligence
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Machine Learning
What is decision boundry and how to draw it