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In this course, you will learn everything there is to know about Decision Trees and see it in action on a dataset as well.
FREE
Course Access
Unlimited Duration
Last Updated
August 9, 2021
Students Enrolled
5
Total Reviews
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Certification
In this article, we will look into Decision Trees, another basic and important Machine Learning algorithm to have in your ML algorithms toolbox. We will start by looking into what it does and how it works. We will then implement it using
scikit-learn
You will be learning everything you need to know regarding Decision Trees including seeing it in action on a real-world dataset as well. There will be quizzes and assignments along the way to reinforce your learning as well. Let’s go over the various sections in this course:
- What are Decision Trees
- Python Implementation (Dummy Data)
- Python Implementation (Real-World Dataset)
- Plotting the Decision Tree
- Practical Use-Cases
- Building the UI
- Conclusion
- Take-home Assignment For you
Course Curriculum
-
- Introduction to Decision Trees FREE Unlimited
- Quiz 1 00:05:00
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- Implementation in Python on Dummy Data FREE Unlimited
- Quiz 2 00:05:00
- Implementation in Python on Real World Dataset Unlimited
- Quiz 3 00:05:00
- Real World Applications FREE Unlimited
- Take Home Assignment FREE Unlimited
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