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 Intro
- 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
- On demand.
Language
Delivered
Disciplines
Information Technology (IT) View 384 other Short Courses in Information Technology (IT) in United StatesAcademic 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 Fee
-
International
299 USD/fullTuition FeeBased on the tuition of 299 USD for the full programme during 1 days. -
National
299 USD/fullTuition FeeBased on the tuition of 299 USD for the full programme during 1 days.
Fundamentals Subscriptions:
- Fundamentals Monthly: $39/month
- Fundamentals Annual: $299/year
Premium Subscriptions:
- Premium: $749/year