This course is the 4th class of the Alibaba Cloud Machine Learning Algorithm QuickStart series, It mainly introduces the Decision Tree main algorithms and pruning principle,as well as applies feature engineering,implements Random Forest Model with PAI to explain the model comparison and selection, prepar for the knowledge associate with subsequent machine learning courses.
Machine Learning beginners, cloud computing beginners
How to get Certified
Certification:Apsara Clouder - Big Data: Machine Learning Algorithm Primer Series 4- Decision Tree and Random Forest
Exam Duration:30 Minutes
No. of Exam Attempts:2 Times
Machine Learning Algorithm Primer Series 4- Decision Tree and Random Forest
How to apply decision tree and random forest model to solve classification problems with PAI.
- Course objective
- Understand the main algorithms and pruning principle of Decision Tree
- Applying feature engineering to optimize the Random Forest Model
- Master the key indicators of model comparison and model selection
- Hands-on: Applying Random Forest Model with PAI