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Overview
What you will study
These methods are simple, intuitive and, more importantly, highly "visual". A deeper understanding of tree-based models provides a successful tool to comprehend advanced machine learning algorithms.
By the end of this Decision Trees course offered by INE Tech , you will learn how to build a decision tree and understand their advantages and limitations.
Programme Structure
The program focuses on:
- Decision Tree Classification
- Types of Decision Trees
- Model Selection
- Feature Engineering
- Measures of Impurity - Gini
- Measures of Impurity - Entropy
- Model Tuning
- Model Pre-pruning
- Model Post-pruning
- Visualizing and Explaining Results
- Mushroom Classification
- Decision Tree Regression
- Tuning Regression Models
- Pruning Regression Models
- Boston House Prices Regression
- Visualizing the Boston Regression Tree
Key information
Duration
- Part-time
- 1 days
Start dates & application deadlines
You can apply for and start this programme anytime.
More details
- On demand.
Language
English
Delivered
Online
Campus Location
- New York City, United States
Disciplines
Information Technology (IT) View 185 other Short Courses in Information Technology (IT) in United StatesWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
- Professional
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents299 USD / full≈ 299 USD / full - Out-of-State299 USD / full≈ 299 USD / full
-
Domestic
Applies to youIn-State299 USD / full≈ 299 USD / full
Additional Details
Different subscription plans available. Fundamentals subscription: $59 per month or $299 per year. Premium: $749 per year
Funding
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