Introduction to scikit learn
About Course
Scikit-learn is an open source machine learning library that supports supervised and unsupervised learning. Scikit-Learn is characterized by a clean, uniform, and streamlined API. It also provides various tools for model fitting, data preprocessing, model selection and evaluation, and many other built-in machine learning algorithms and models. In this course, I provide a basic introduction to scikit learn and machine learning.
Course Content
Introduction
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Introduction
02:51 -
Introduction to machine learning
09:57 -
Data preprocessing
18:00 -
Quiz 1
Model fitting and prediction
Model evaluation and Analysis
More classifiers
Hyperparameter tuning
Regression models
Conclusion
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