Intermediate
36 Lessons
5h
Certificate of Completion
Course Overview
Scikit-Learn is a powerful library that provides a handful of supervised and unsupervised learning algorithms. If you’re serious about having a career in machine learning, then scikit-learn is a must know. In this course, you will start by learning the various built-in datasets that scikit-learn offers, such as iris and mnist. You will then learn about feature engineering and more specifically, feature selection, feature extraction, and dimension reduction. In the latter half of the course, you will dive ...
Course Content
Preliminaries
Working with Datasets
Feature Engineering
General Concepts
Linear Regression
Logistic Regression
3 Lessons
Support Vector Machine
3 Lessons
Tree Model and Ensemble Method
5 Lessons
Unsupervised Learning
2 Lessons
Deep Learning
3 Lessons
Others
3 Lessons
What's Next
1 Lesson
How You'll Learn
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