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What is machine learning, and how does it work?
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Machine Learning in Python With Scikit-Learn
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- 1 What is machine learning, and how does it work?
- 2 Setting up Python for machine learning: scikit-learn and Jupyter Notebook
- 3 Getting started in scikit-learn with the famous iris dataset
- 4 Training a machine learning model with scikit-learn
- 5 Comparing machine learning models in scikit-learn
- 6 Data science in Python: pandas, seaborn, scikit-learn
- 7 Selecting the best model in scikit-learn using cross-validation
- 8 How to find the best model parameters in scikit-learn
- 9 How to evaluate a classifier in scikit-learn
- 10 How do I encode categorical features using scikit-learn?
- 11 Machine Learning with Text in scikit-learn (PyCon 2016)
