Machine Learning
573 learners
Introduction to Machine Learning with Gradient Boosting Models
This course aims to introduce you to building and understanding gradient boosting models through practical application in financial market predictions. It centers on using the Gradient Boosting Regressor to forecast price changes in Tesla stock, encompassing model training, hyperparameter tuning, and evaluation.
MatPlotLib
Pandas
Python
Scikit-learn
5 lessons
23 practices
1 hour
Badge for Machine Learning Model Development,
Machine Learning Model Development
Course details
Basic Gradient Boosting Model Training
Enhance Model by Adding the 'Close' Feature
Debug and Fix the Gradient Boosting Model
Fill in Missing Pieces for Model Training
Complete Gradient Boosting Model Implementation
Gradient Boosting Model Training with Tesla Data
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